<?xml version="1.0" encoding="UTF-8"?><rss xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:atom="http://www.w3.org/2005/Atom" version="2.0" xmlns:media="http://search.yahoo.com/mrss/"><channel><title><![CDATA[Findymail]]></title><description><![CDATA[Tips, stories & best practices about lead gen]]></description><link>https://www.findymail.com/blog/</link><image><url>https://www.findymail.com/blog/favicon.png</url><title>Findymail</title><link>https://www.findymail.com/blog/</link></image><generator>Ghost 5.5</generator><lastBuildDate>Tue, 23 Jun 2026 08:25:22 GMT</lastBuildDate><atom:link href="https://www.findymail.com/blog/rss/" rel="self" type="application/rss+xml"/><ttl>60</ttl><item><title><![CDATA[The Latest Stats: How Many Cold Emails Should You Send per Day?]]></title><description><![CDATA[Get the definitive answers on how many cold emails you should send per day. From the fresh statistics to our resident experts’ takes, you’ll become a cold email pro!]]></description><link>https://www.findymail.com/blog/how-many-cold-emails-to-send-per-day/</link><guid isPermaLink="false">65800e26106b0d75db78575c</guid><category><![CDATA[Cold Email]]></category><dc:creator><![CDATA[Valentin]]></dc:creator><pubDate>Tue, 23 Jun 2026 03:00:00 GMT</pubDate><media:content url="https://www.findymail.com/blog/content/images/2023/12/pexels-ann-h-6266316.jpg" medium="image"/><content:encoded><![CDATA[<img src="https://www.findymail.com/blog/content/images/2023/12/pexels-ann-h-6266316.jpg" alt="The Latest Stats: How Many Cold Emails Should You Send per Day?"><p>Despite recent tech advances like AI, cold email is still an effective marketing and lead-gen tool in your pocket. However, you need to stay up-to-date on the latest cold outreach stats and trends to fine-tune your strategy.</p><p>You especially need to know how many cold emails you can and <em>should </em>send in a day.</p><p>In this article, I will look at <strong>the freshest stats and daily sending limits of some of the most popular email service providers (ESP), like Gmail, Outlook and Zoho.</strong> I&#x2019;ll also lay out some of my favorite tips and tricks so you can fire off cold emails without worrying about affecting your deliverability rates or getting your account suspended.</p><h2 id="the-stats-why-cold-email-still-reigns-supreme"><strong>The Stats: Why Cold Email Still Reigns Supreme</strong></h2><p>Before I get into daily limits and the like, l want to first explore some interesting stats that back up why cold email is loved by <a href="https://blog.hubspot.com/sales/sales-statistics?ref=blog.supersend.io#c">43% of sales pros</a>.</p><p>First, <a href="https://www.findymail.com/blog/cold-email-conversion-rate/">the average conversion rate</a> for cold emails hovers <a href="https://productled.com/blog/do-cold-emails-work-at-scale-case-study?ref=blog.supersend.io">around 15%</a> as of 2021. That means for every 100 emails you send, you can expect around 15 to turn into a sale opportunity.</p><p>However, keep in mind that <a href="https://www.superoffice.com/blog/email-open-rates/">33% of leads</a> decide whether to open your email based solely on <a href="https://www.findymail.com/blog/catchy-email-subject-lines-for-sales/">the subject line</a>. Makes sense since it&#x2019;s the first thing they see in their inbox.</p><p>But you can <a href="https://www.outreach.io/resources/blog/will-adding-the-prospects-company-name-to-subject-line-improve-open-rates">boost the open rate by 22%</a> by using a personalized subject line!</p><p><a href="https://www.findymail.com/blog/personalized-cold-emails-guide/"><strong>Personalization</strong></a> means you need to do your homework on your prospect before writing a single line of copy. You understand who they are, their <a href="https://www.findymail.com/blog/sales-titles/">role</a>, the challenges they face and their goals.</p><p>It also helps if you can dig up nuggets you share with them, like <a href="https://www.findymail.com/blog/how-to-find-alumni-on-linkedin/">an alma mater</a> or favorite TV show. For example, if I see someone is a <em>Game of Thrones </em>fan, then I know how I can get my foot in the door.</p><p>(Is it by referencing obscure plot twists? You bet!)</p><p>Another important stat you should know is that the <a href="https://www.outreach.io/resources/blog/will-adding-the-prospects-company-name-to-subject-line-improve-open-rates">average reply rate</a> for cold emails sits between 5% and 25%. Yes, that&#x2019;s a wide margin, but a good rule of thumb is that <strong>your response rate should be around half of your open rate.</strong></p><p>Finally, I want to point out that most prospects will say &#x201C;no&#x201D; an average of four times before saying &#x201C;yes.&#x201D;</p><p>However, <a href="https://www.outreach.io/resources/blog/will-adding-the-prospects-company-name-to-subject-line-improve-open-rates">nearly half of sales reps (48%)</a> give up after the first no! That means <a href="https://www.findymail.com/blog/cold-email-follow-up/">you need to follow up with leads</a>, even if they&#x2019;ve turned you down two or three times.</p><p>Of course, cold email is a powerful tool you can use to generate leads and find new customers. But it&#x2019;s all for naught if you send too many emails at once and find your emails getting flagged as spam or, worse, losing your account.</p><h2 id="how-many-cold-emails-can-you-send-per-day"><strong>How Many Cold Emails Can You Send Per Day?</strong></h2><p>Now, let&#x2019;s take a look at the daily sending limits of some of the most popular ESPs:</p><ul><li><strong>Gmail:</strong> 500</li><li><strong>Google Workspace:</strong> 2,000, 500 (trial)</li><li><strong>Office365:</strong> 10,000</li><li><strong>Outlook: </strong>300</li><li><strong>Zoho: </strong>50 (free), 300 (paid), 2,500 (custom plan)</li><li><strong>Yahoo!:</strong> 500</li><li><strong>Mailchimp:</strong> 500</li><li><strong>Yandex:</strong> 500</li><li><strong>GoDaddy: </strong>250</li><li><strong>HostGator:</strong> 12,000 (500 per hour)</li><li><strong>AOL:</strong> 500</li><li><strong>Bluehost:</strong> 150 (per hour)</li><li><strong>Rackspace: </strong>10,000</li><li><strong>Amazon SES: </strong>10,000</li></ul><p>As you can see, there&#x2019;s a lot of variance in the limits between providers. So, depending on the scope of your marketing operations, choose an ESP that gives you the breadth to send the number of emails you want.</p><p>Also, keep in mind that these limits could change at any moment. Make sure to double-check with the ESP to make sure they have the daily sending limit you&#x2019;re looking for.</p><p>P.S. Interested in the best times and days to send cold emails? <a href="https://www.findymail.com/blog/best-times-to-cold-call/">Take a look at my guide here.</a></p><h2 id="how-many-cold-emails-should-you-send-in-a-day"><strong>How Many Cold Emails </strong><em><strong>Should </strong></em><strong>You Send in a Day?</strong></h2><p>Even though some ESPs give you daily limits in the thousands, that doesn&#x2019;t mean you should try your hardest to reach them.</p><p>In fact, depending on where you are in your cold email journey, I suggest <strong>putting limits on yourself</strong>.</p><p>Let&#x2019;s look at some real-world cases to determine how many emails you should send. Then, I&#x2019;ll share tips and tricks to help you get to a higher number without risking your deliverability rate or account.</p><h3 id="1-cold-emails-when-you%E2%80%99re-just-getting-started"><strong>1. Cold Emails When You&#x2019;re Just Getting Started</strong></h3><p>Picture this: you&#x2019;ve signed up for Google Workspace, you have a lead list of around 1,000 prospects and you&#x2019;ve crafted the most amazing and persuasive copy ever seen.</p><p>Unfortunately, this approach is a one-way ticket to getting flagged as spam.</p><p>Think about it like this: the ESP has a duty to protect its users. <strong>A fresh account immediately firing off thousands of emails screams shady business</strong> (check your spam box to see all the suspicious emails).</p><p>If you want to avoid this fate, then you need to <a href="https://www.findymail.com/blog/email-warmup/"><strong>warm up your email account.</strong></a> You have to start slow, sending just a few emails and working your way up over 2-3 months.</p><p>Start off with around ten emails to people in your network. Then, slowly add 5-10 emails to build up to the sending limit. And make sure to make the increase <strong>gradual and consistent </strong>&#x2013; do not suddenly jump from 50 to 150 emails in a single day.</p><p>The idea is you want to build a positive reputation with the ESP to show you aren&#x2019;t up to anything bad. Also, people need to engage with your emails and content to show the ESP you&#x2019;re sending emails people actually want to see.</p><p>Of course, you don&#x2019;t need to do it all manually. There are several automation tools like <a href="https://www.warmupinbox.com/">Warmup Inbox</a>, <a href="https://www.warmbox.ai/">Warmbox</a> and <a href="https://www.lemwarm.com/">Lemwarm</a>. I&#x2019;ve explored these tools and more, so <a href="https://www.findymail.com/blog/email-warmup-tools/">check out that article</a> if you want to go more in-depth on how they work and why I love them.</p><h3 id="2-you%E2%80%99ve-warmed-up-your-inbox-%E2%80%93-it%E2%80%99s-time-to-grow"><strong>2. You&#x2019;ve Warmed Up Your Inbox &#x2013; It&#x2019;s Time to Grow</strong></h3><p>Now that your inbox and email domain are warmed up, you&#x2019;re ready to put your cold email campaign in full swing.</p><p>First, you need to get your hands on high-quality leads. I recommend using a tool like Sales Navigator combined with <a href="https://www.findymail.com">Findymail</a> to target prospects in your industry and get their verified email address.</p><figure class="kg-card kg-image-card"><img src="https://lh7-us.googleusercontent.com/3lErb5dn9qcR81kY4SPp2B7gJnqjF8VrdhKNQcuxh2uPJxm1TrttNznPp-aP1fXtV2ibSg7qpfzGzDCD_Cmn1jgmy4Szhytt8fZhroXnWHnUAONVzpMqjwVM5DnWF8R8Zv31Dm23xHKP" class="kg-image" alt="The Latest Stats: How Many Cold Emails Should You Send per Day?" loading="lazy"></figure><p><br><a href="https://www.findymail.com/blog/how-to-export-leads-from-sales-navigator/">Export your Sales Nav lead lists with Findymail</a> and get verified email addresses!</p><p>Once your lead list is ready, you can send off your initial cold emails to spark interest. Remember, personalization is key here.</p><p>If you used <a href="https://www.findymail.com/blog/how-to-use-sales-navigator/">Sales Navigator</a>, then you have access to their LinkedIn to find something to make your message relevant to them.</p><p>And remember that it takes at least four attempts to close a deal. So, make sure <a href="https://www.findymail.com/blog/cold-email-sequence/"><strong>your strategy</strong></a><strong> is ready with follow-up emails.</strong></p><p>Gauge how your prospect interacts with your email:</p><ul><li>Did they download your sales material?</li><li>Are they clicking links to visit your site?</li><li>Have they replied?</li></ul><p>All this info will guide you in determining when and how often to send emails to move them down the sales funnel.</p><p>With all that said, over a few weeks, <strong>it takes around 5-6 emails to close a deal</strong>. It&#x2019;s crucial to <a href="https://www.findymail.com/blog/cold-email-follow-up/">master the art of the follow-up</a>.</p><p>Also, connect with them on platforms like <a href="https://www.findymail.com/blog/linkedin-notes/">LinkedIn</a> or Twitter to <a href="https://www.findymail.com/blog/how-to-warm-up-leads/">warm up the relationship</a> even more.</p><p>If your product is a good fit and you play your cards right, you <em>will </em>get the sale.</p><h2 id="staying-out-of-the-spam-folder"><strong>Staying Out of the Spam Folder</strong></h2><p>If you don&#x2019;t want your account blocklisted or your emails marked as spam, follow these best practices:</p><h3 id="don%E2%80%99t-use-spam-trigger-words"><strong>Don&#x2019;t Use Spam Trigger Words</strong></h3><p>Some certain words and phrases get a raised eyebrow from ESPs, so you want to avoid using them in your copy. Some of these include words/phrases like:</p><ul><li>Buy now</li><li>Cash bonus</li><li>Free money!</li><li>Call now</li><li>Limited offer</li><li>Act immediately</li><li>Get instant access</li><li>Join today</li><li>Please read this email</li></ul><p>These are just a few, but you get the idea.</p><p>You don&#x2019;t want to over-promise or make outlandish claims. You also don&#x2019;t want to make misleading statements or outright lie.</p><p>The format of your copy matters, too. Using too many exclamation points and all caps can trigger spam filters. Evening saying, &#x201C;This isn&#x2019;t spam,&#x201D; is enough to get your email blocked.</p><p>This is another topic I&#x2019;ve done a deep dive on, so be sure to <a href="https://www.findymail.com/blog/list-of-spam-words/">check out that article</a> to keep yourself on the good side of the email filter gods.</p><h3 id="validate-your-spf-dmarc-and-dkim"><strong>Validate Your SPF, DMARC and DKIM</strong></h3><p><a href="https://www.findymail.com/blog/spf-dkim-and-dmarc/">SPF, DMARC and DKIM</a> are all authentication methods ESPs use to verify and validate your email domain.</p><p><strong>SPF </strong>is the Sender Policy Framework, a security protocol proving the email came from your email address. It works by checking your server&#x2019;s IP to ensure it matches what they have on record.</p><p><strong>DKIM </strong>stands for DomainKeys Identified Mail, which works similarly to SPF to validate the email server. However, it can also detect if the email was messed with during transit.</p><p>Then there is <strong>DMARC </strong>or Domain-Based Message Authentication Reporting and Conformance, another security protocol. However, it uses both DKIM and SPF to authenticate the email sender. Setting up a strict policy with an <a href="https://easydmarc.com/tools/dmarc-record-generator">Easydmarc dmarc record generator</a> can help strengthen email authentication and works well against spoofing and phishing attacks.</p><p>It&#x2019;s imperative you have all of these set up correctly so your deliverability rate doesn&#x2019;t suffer.</p><h3 id="make-sure-your-emails-are-verified"><strong>Make Sure Your Emails Are Verified</strong></h3><p>Another tip is to make sure you&#x2019;re <strong>getting verified email addresses</strong>. The last thing you want is for your emails to bounce or end up in <a href="https://www.findymail.com/blog/what-are-catch-all-emails/">a catch-all inbox</a>.</p><p>Simply use <strong><a href="https://www.findymail.com">Findymail</a></strong> to review your lead list to ensure each email address is legitimate. And hey, you&#x2019;ll even get emails for leads with missing info!</p><h3 id="don%E2%80%99t-have-sending-spikes"><strong>Don&#x2019;t Have Sending Spikes</strong></h3><p>If you&#x2019;ve been sending 100 emails daily and then suddenly jump to 500+, you will get flagged by the ESP.</p><p>Their algorithms are always on the lookout for &#x201C;suspicious&#x201D; activity; <strong>a sudden spike</strong> in email volume is one of the triggers they look for. The key is to keep things consistent and predictable.</p><h3 id="don%E2%80%99t-buy-email-lists"><strong>Don&#x2019;t Buy Email Lists</strong></h3><p>Avoid pre-built email lists like the plague. You will get poor-quality leads and it&#x2019;s very likely your recipients will trash your email and report it as spam.</p><p>If you <em>do </em>choose to go this route, make sure you manually go through and <strong><a href="https://www.findymail.com/email-verifier/">verify each email address</a> </strong>with a tool like Findymail!</p><p>However, building your own lead lists is much more effective and profitable. <a href="https://www.findymail.com/blog/guide-to-build-lead-lists/">Read my article</a> on the topic if you want to learn how to do it from a pro!</p><h3 id="pro-tip-create-multiple-domains-to-send-more"><strong>Pro-Tip: Create Multiple Domains to Send More</strong></h3><p>One way to &#x201C;increase&#x201D; your daily sending limits is to create multiple domains. Of course, you need to go through the same process of warming up your new inbox and building your sender reputation.</p><p>But if you&#x2019;ve already built a successful campaign, it&#x2019;s more than worth it to start again with a new account. Then, you can effectively <strong>double or triple the number of emails</strong> you send per day.</p><p>It requires a bit of leg work, but it&#x2019;s worth it in the long run if you need to send more emails than the limit allows.</p><h2 id="unlock-your-limits-with-findymail"><strong>Unlock Your Limits with Findymail!</strong></h2><p>In this article, I covered some of the latest stats around the effectiveness of cold emails, broke down the daily sending limits of the many popular ESPs and shared the best practices on reaching the limits without risking your account standing.</p><p>However, <strong>I recommend restraint and limiting yourself</strong> on the amount of emails you send daily. Yes, it might seem like sending 10,000 in one day is the fastest way to success and profits. But you risk burning your email account if there are too many bounces or spam reports.</p><p>So take things easy and remember that <strong>slow and steady wins the race</strong>. Of course, your entire campaign depends on the quality of your email addresses. And <a href="https://www.findymail.com">Findymail</a> is your go-to tool for verifying your email lead lists and guaranteeing your message gets in front of your prospects.</p><p>If you want to see Findymail in action, sign up today and <a href="https://www.findymail.com">get your first ten emails free!</a></p><p><br></p>]]></content:encoded></item><item><title><![CDATA[Playbook: The Video Prospecting Best Practices You'll Need]]></title><description><![CDATA[Dive into video prospecting, learn why it's a crucial element in today's landscape, and  uncover the best practices to make your videos stand out from the crowd.]]></description><link>https://www.findymail.com/blog/video-prospecting-best-practices/</link><guid isPermaLink="false">64b4f5a03dbc46608defb0c6</guid><category><![CDATA[Sales]]></category><dc:creator><![CDATA[Valentin]]></dc:creator><pubDate>Tue, 23 Jun 2026 03:00:00 GMT</pubDate><media:content url="https://www.findymail.com/blog/content/images/2024/03/pexels-karolina-grabowska-4476606-1.jpg" medium="image"/><content:encoded><![CDATA[<img src="https://www.findymail.com/blog/content/images/2024/03/pexels-karolina-grabowska-4476606-1.jpg" alt="Playbook: The Video Prospecting Best Practices You&apos;ll Need"><p>They say a picture is worth a thousand words. Well, in the world of prospecting, a video is worth a million!</p><p>Video has proven to be a game-changer when it comes to reaching out and interacting with <a href="https://www.findymail.com/blog/guide-to-build-lead-lists/">leads</a>. It&apos;s engaging, personal, and can make a lasting impression like no other medium.</p><p>In this article, I&apos;m going to be your video <a href="https://www.findymail.com/blog/prospecting-strategies/">prospecting</a> guru, sharing everything you need to know to boost your prospecting results.</p><p>We&apos;ll dive into video prospecting, explore why it&apos;s a crucial element in today&apos;s landscape, learn how to implement it effectively and uncover the best practices to make your videos stand out from the crowd.</p><p>Let&#x2019;s get to it!</p><h2 id="video-prospecting-explained"><strong>Video Prospecting Explained</strong></h2><p>Imagine being able to convey your message with facial expressions, gestures, and a touch of personality.</p><p>That&apos;s the power of video prospecting!</p><p>For example, say you&apos;re reaching out to a potential client using your typical <a href="https://www.findymail.com/blog/cold-email-tricks/">cold email methods</a>.</p><p>Instead of sending a <a href="https://www.findymail.com/blog/plain-text-emails/">plain text email</a>, you record a short video introducing yourself, your company, and explain how you can help solve their challenges.</p><p>You get to showcase your enthusiasm, build rapport, demonstrate your product/service, and create a genuine connection that does far more than a written message.</p><p>Video adds a personal, more human touch to your <a href="https://www.findymail.com/blog/best-cold-outreach-tools/">cold outreach</a> efforts. Instead of being just another faceless sender in a sea of emails, you become a real person with a voice and a personality.</p><figure class="kg-card kg-image-card"><img src="https://lh4.googleusercontent.com/ulHNJQ6-nUucWtbeh19_nuREe3a3JVVPQBDhGmdjntUwjcULsTePFX6n_sKyj1a6iuSaG2o_s8tUDtKEBTMXDugd5hCELpkOGWpq0FLf7x_OG7QzTLKBkZP8cSUZYgIqhz3qrO45gPuzSyl9nJjHjg" class="kg-image" alt="Playbook: The Video Prospecting Best Practices You&apos;ll Need" loading="lazy"></figure><p>Moreover, video prospecting allows you to stand out from the competition. Not many people are using this approach yet, which gives you a unique advantage.</p><p>By leveraging the power of video, you can differentiate yourself and leave a memorable mark in your prospect&apos;s mind. But don&apos;t just take my word for it. <a href="https://www.findymail.com/blog/cold-email-statistics/">Let the numbers speak</a> for themselves!</p><p>Data from Salesloft has shown that incorporating videos in your prospecting efforts can boost <a href="https://www.salesloft.com/resources/content-hub/">open rates by 16% and reply rates by 26%</a>.</p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://lh3.googleusercontent.com/_eflMtJgArjvevfYmkQyElYeSNQq0cM6OtB0u6XJMHcvrA5qrxswidO5b-yZ-QI8clk8RS4thq7qMy-deMvLKLpbS8BRDqKIvaRQf_pY9dsVaUHbCIr4VgTZOmwkrMhD8-oUfkpO3DmJFrEadF7I3g" class="kg-image" alt="Playbook: The Video Prospecting Best Practices You&apos;ll Need" loading="lazy"><figcaption>(<a href="https://www.salesloft.com/resources/content-hub/">Salesloft</a>)</figcaption></figure><p>And if you need further proof, HubSpot did a video prospecting experience where they <a href="https://blog.hubspot.com/marketing/video-prospecting?__hstc=217263049.3ae6bfea7f15288bba38b1e014e59103.1688890098506.1688890098506.1688890098506.1&amp;__hssc=217263049.1.1688890098507&amp;__hsfp=2976765813">quadrupled their sales opportunities</a>. That&apos;s the kind of impact video can have!</p><p>So, with the evidence and success stories backing it up, let&apos;s dive into the nitty-gritty of how to actually implement video prospecting and get real results.</p><h2 id="how-to-do-video-prospecting-right"><strong>How to Do Video Prospecting Right</strong></h2><h3 id="step-1-research-and-understand-your-prospect"><strong>Step 1: Research and Understand Your Prospect</strong></h3><p>When it comes to video prospecting, knowledge is power. That&#x2019;s why it&#x2019;s imperative you create a buyer persona that covers everything about your prospect&apos;s goals, challenges, industry, job title, and more.</p><p>Then you can build a profile for them that looks something like this:</p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://lh3.googleusercontent.com/bSb4jHQIjvBY7U5vhYjjU02i-DRaJmLWLyHEAQ_mHIDTFzVnU6KkaBf1tJSDl3UxqkMhWr2Wj7MVYw3Da7meFoj-23vF3JOPYXd2CFfDqS2Vt5u55kt5o_66qjPEy2w9D1HaKt8APHLmWpgSy2FZIQ" class="kg-image" alt="Playbook: The Video Prospecting Best Practices You&apos;ll Need" loading="lazy"><figcaption>(<a href="https://launchspace.net/blog/customer-persona/">Source</a>)</figcaption></figure><p>The more you know, the more power you&apos;ll have to tailor your message and approach specifically to that prospect.</p><p>To dig up usable info, social media platforms like <a href="https://www.findymail.com/blog/growth-hacks-linkedin/">LinkedIn</a> are your best friend.</p><p>Take a deep dive into your prospect&apos;s profiles, posts, and connections. You&apos;ll uncover tidbits that will help you understand their professional background and interests.</p><p>Then you can throw in <a href="https://www.findymail.com/blog/data-enrichment-services/">data enrichment tools</a> to help fill out what you&#x2019;re missing.</p><h3 id="step-2-choose-your-video-type"><strong>Step 2: Choose Your Video Type</strong></h3><p>There&apos;s a whole world of video possibilities out there, so you&#x2019;ll need to decide what type of video you want to do.</p><p>Let&apos;s explore some of the typical options:</p><ul><li><strong>Personalized Greetings:</strong> Ah, the classic personalized greeting. This is where you step in front of the camera to introduce yourself and make a warm, friendly connection with your prospect. It&apos;s all about building <a href="https://www.findymail.com/blog/building-rapport-questions/">rapport</a> and showing them the real person behind the email or <a href="https://www.findymail.com/blog/cold-calling-vs-cold-emailing/">phone call</a>. Trust me, a little face-to-face interaction goes a long way in leaving a lasting impression.</li><li><strong>Testimonials:</strong> Here&apos;s where the power of social proof comes into play. If you have some happy clients who are willing to vouch for your company on camera, testimonials are gold. They provide real-life examples of satisfied customers singing your praises. Seeing and hearing others&apos; positive experiences can be a game-changer for winning over prospects and building trust.</li><li><strong>Product/Software Demo:</strong> Time to showcase your offering in action! A product or software demo video allows you to demonstrate the value and capabilities of what you&apos;re offering. By giving prospects a glimpse of how your product/service can solve their pain points, you&apos;ll grab their attention and leave them wanting more.</li><li><strong>Animated Videos:</strong> Sometimes, a little creativity can go a long way. <a href="https://invideo.io/make/ai-animation-generator/">Animated AI videos</a> can be a fantastic way to engage your prospects and make complex ideas or concepts more digestible. They add a touch of fun and visual appeal, making your message stick in their minds.</li></ul><p>And these are just a few types. You can do an FAQ where you answer top questions. Or you can create a playlist that does a greeting, testimonial, and demo.</p><p>Remember, the key here is to choose the video type that will resonate most with your prospects. Think about their preferences, industry norms, and what will capture their attention.</p><p>Don&apos;t be afraid to get creative and experiment with different formats. The goal is to stand out from the crowd and leave a lasting impression that sparks curiosity and interest.</p><h3 id="step-3-get-your-script-template"><strong>Step 3: Get Your Script (Template)</strong></h3><p>OK, since you&#x2019;ve decided on your video, it&#x2019;s time to get the script together.</p><p>Now, I know what you&apos;re thinking: &quot;Do I have to create a brand new script for every single lead?&quot;</p><p>Not to worry! While personalization is key, having a master script that you can tweak and personalize for each lead will save you time and effort.</p><p>Let&apos;s break it down into five essential parts:</p><ol><li><strong>Introduction:</strong> Start things off by introducing yourself and extending a warm greeting. Remember, first impressions matter, so be friendly, approachable, and let your personality shine through. Make sure your prospect knows right from the start that this video is tailor-made just for them.</li><li><strong>Purpose:</strong> Next, clearly explain why you&apos;re reaching out to them. Is it to address a specific pain point, offer a solution, or present an opportunity? Be concise and to the point, capturing their attention and keeping them engaged.</li><li><strong>Value Proposition:</strong> This is where the magic happens. Showcase how your product or service will benefit the prospect. Highlight the unique features, advantages, and the impact it can have on their business or personal goals. Make it clear why they can&apos;t afford to miss out on what you&apos;re offering.</li><li><strong>Call-to-Action (CTA):</strong> Every great video needs a powerful and compelling call-to-action. What action do you want your prospect to take after watching the video? Do you want them to reach out to you, <a href="https://www.findymail.com/blog/how-to-ask-for-availability-for-a-meeting/">schedule a meeting</a>, visit your website, or take any specific next step? Make your CTA clear, concise, and irresistible, driving them to take action.</li><li><strong>Sign Off:</strong> End your script with a friendly sign-off. Express your appreciation for their time and consideration. Let them know that you&apos;re looking forward to connecting further and offering any additional assistance they may need.</li></ol><p>Here&#x2019;s a <a href="https://www.findymail.com/blog/best-b2b-cold-email-templates/"><strong>template</strong></a> you can use that puts it all together:</p><p><em>Hey there, [first name]!</em></p><p><em>I&apos;m [your name], and I&apos;ve got something special for you - a personalized video just for you!</em></p><p><em>I&apos;ve been hearing through the grapevine that [address a challenge your prospect is experiencing]. Trust me; you&apos;re not alone. Many [ICP or persona] struggle with this too. But fear not, because I&apos;ve got a solution that can make a real difference.</em></p><p><em>Here&apos;s the deal: [your value prop]. It&apos;s a game-changer that can [highlight the specific benefits or outcomes they can expect].</em></p><p><em>Now, I don&apos;t want to leave you hanging. Let&apos;s take this conversation to the next level. I&apos;d love to hop on a call and dive deeper into how we can help you overcome [the challenge]. You know, a good old-fashioned brainstorming session! What do you say?</em></p><p><em>Looking forward to chatting with you soon and finding the best path forward together!</em></p><p><em>Thank you!</em></p><p>Of course, you can edit and tweak this to your liking, but it gives you a sound basis for drafting a solid script.</p><p>Remember, your script is the backbone of your video. It&apos;s your roadmap to success. But don&apos;t be afraid to inject your own personality, humor, and creativity into it.</p><p>Make it relatable, engaging, and fun. And most importantly, be genuine and authentic throughout.</p><h3 id="step-4-lights-camera-action"><strong>Step 4: Lights, Camera, Action!</strong></h3><p>This step pretty much speaks for itself &#x2013; you&#x2019;re reciting your script and recording. Here are some tools that make this process much easier:</p><h4 id="vidyard"><strong>Vidyard</strong></h4><figure class="kg-card kg-image-card"><img src="https://lh3.googleusercontent.com/UpTkweCXPa6-FBr8OT0nESj94qmzCOYWf9nCWtreRXT5XjPpB4Nr3cY5rkFBqP5TrLX_Dg5EtBDHfDjilWycnUkMRKrME1sy-Hr3XJNkvJ8o6CrI925EhGVtSvN43N0EK61flIuAaex_UjCAAGJJXA" class="kg-image" alt="Playbook: The Video Prospecting Best Practices You&apos;ll Need" loading="lazy"></figure><p>With <a href="https://www.vidyard.com/">Vidyard</a>&apos;s handy Chrome extension, you can start recording from your webcam with just a click of a button. But that&apos;s not all! Vidyard goes the extra mile by allowing you to create custom buttons and pages to accompany your video. Plus, it provides valuable insights into whether your video has been viewed.</p><h4 id="bonjoro"><strong>Bonjoro</strong></h4><figure class="kg-card kg-image-card"><img src="https://lh6.googleusercontent.com/6PG0hgINTHdPXhkRvGqAS593Kq_p_IbkDOUc2Of7QS_Hz1PYk71adgOHeUgmef2YSodHoorh5Mf16I7_z6oC9bZN21A5wnwz7AY-_qGoOQ38WWClzUDWrVuB-X1LBweRtzlbTeeOZUSdQMn8xItPgw" class="kg-image" alt="Playbook: The Video Prospecting Best Practices You&apos;ll Need" loading="lazy"></figure><p>Looking for an all-in-one video platform that can truly elevate your prospecting game? <a href="https://www.bonjoro.com/">Bonjoro</a> is your answer. It simplifies the process of creating personalized videos and offers branded templates for different use cases. Record your screen and webcam, edit the footage together, and easily share a video link or embed videos directly into your emails. It&apos;s like having your own production studio at your fingertips.</p><h4 id="loom"><strong>Loom</strong></h4><figure class="kg-card kg-image-card"><img src="https://lh6.googleusercontent.com/EDqZ1JCsdCYFZBQdPpzDVV75dt9uO8SwV_P3Nhn-CDzNUYiOm3xXyU2bBaJVVFpz3hB5asjQ7kZCqIc2wsEYHvQChyq5owvEY6iOX_ML11t6lg-he7oMr4-4BNNO5QNwZTawvi9vrv28FiGd5Kl9ZQ" class="kg-image" alt="Playbook: The Video Prospecting Best Practices You&apos;ll Need" loading="lazy"></figure><p><a href="https://www.loom.com/">Loom</a> brings video creation to any device with its convenient Chrome extension. Record your video, generate a shareable link, and you&apos;re ready to go. Your recipients can view the video without the need to log in or create an account. And to add an extra touch, they can leave time-stamped comments and emoji reactions directly onto the video.</p><h4 id="vidu"><strong>Vidu</strong></h4><figure class="kg-card kg-image-card"><img src="https://lh4.googleusercontent.com/EvhZM_G6FPcbUXxnWbitxKCMN00Ln7akMiJ5hRPx1amxM6oFCsBC1P5-hZi7Wtb90DAZhM5UdY2G8k5QatfQXMy96LcLEeqO8qVm9qZEEiezeHN7C33wwi3cNFqDUQL1NCmJG2A0lYTrOqpIHKR5dw" class="kg-image" alt="Playbook: The Video Prospecting Best Practices You&apos;ll Need" loading="lazy"></figure><p>Need to create personalized videos at scale? <a href="https://www.vidu.io/">Vidu</a> has got your back. With this tool, you can create customized videos in a matter of minutes. All it takes is recording one video, and from there, you can generate personalized videos for each prospect, saving you valuable time and effort.</p><p>Remember, originality is key. Make sure each video you create is fresh, genuine, and tailored specifically to each prospect.</p><h2 id="video-prospecting-best-practices"><strong>Video Prospecting Best Practices</strong></h2><p>Now that you&apos;ve mastered the essentials of video prospecting, let&apos;s dive into some best practices that will take your videos to the next level. Here are five golden rules to keep in mind:</p><ul><li><strong>Don&#x2019;t Shoot a Movie:</strong> Time is precious, so aim to keep your videos concise. I recommend aiming for around 30 seconds &#x2013; capping out at 60 seconds. Focus on the most important parts of your message. By respecting your prospect&apos;s time, you increase the chances they&apos;ll watch your video from start to finish.</li><li><strong>Segment Prospects:</strong> Group your prospects based on common attributes like job title or industry. Create a video and script that can be tailored to address their specific needs. This <a href="https://www.findymail.com/blog/personalized-cold-emails-guide/">personalization</a> demonstrates that you&apos;ve taken the time to understand their unique challenges and makes your message more impactful.</li><li><strong>Maintain Eye Contact:</strong> When recording your video, keep your eyes on the camera. It may feel a bit unnatural at first, but maintaining eye contact helps the prospect stay engaged and holds their interest. It creates a sense of connection and authenticity.</li><li><strong>Craft Compelling Surrounding Copy:</strong> Don&apos;t let your video do all the heavy lifting. Pay attention to the message that accompanies the video. Make sure your surrounding copy, whether it&apos;s in an email or on a landing page, is compelling, clear, and engaging. It should complement and enhance the impact of your video.</li><li><strong>Be Your Authentic Self:</strong> Remember, you&apos;re not an actor. Be true to yourself. Authenticity always resonates with people. Let your genuine personality shine through in your videos. Be confident, friendly, and approachable. Your prospects will appreciate the real you.</li></ul><h2 id="level-up-your-video-prospecting-game-with-verified-email-addresses"><strong>Level Up Your Video Prospecting Game with Verified Email Addresses</strong></h2><p>Congratulations, you&#x2019;re ready to be a video prospecting superstar!</p><p>From understanding the importance of video prospecting to crafting personalized videos and leveraging the right tools, you&apos;re well on your way to connecting with prospects like never before.</p><p>But wait, there&apos;s one more ace up my sleeve: <a href="https://www.findymail.com/">Findymail</a>. Take your video prospecting to new heights by ensuring your videos get seen by the right people. With Findymail&apos;s verified email addresses, you can have confidence that your messages reach your prospects&apos; inboxes.</p><p>Sign up for Findymail today!</p>]]></content:encoded></item><item><title><![CDATA[CRM Data Quality: Best Practices, Metrics & Tools for 2026]]></title><description><![CDATA[Learn how to improve CRM data quality with proven frameworks, metrics, governance, and the best tools for 2026.]]></description><link>https://www.findymail.com/blog/crm-data-quality/</link><guid isPermaLink="false">6a33c1f62fad8c5379bf80f1</guid><category><![CDATA[CRMs]]></category><dc:creator><![CDATA[Valentin]]></dc:creator><pubDate>Mon, 22 Jun 2026 09:00:00 GMT</pubDate><media:content url="https://www.findymail.com/blog/content/images/2026/06/CRM-Data-Quality_-The-Complete-Guide-for-Sales--Marketing---RevOps-Teams--1-.png" medium="image"/><content:encoded><![CDATA[<img src="https://www.findymail.com/blog/content/images/2026/06/CRM-Data-Quality_-The-Complete-Guide-for-Sales--Marketing---RevOps-Teams--1-.png" alt="CRM Data Quality: Best Practices, Metrics &amp; Tools for 2026"><p>Most companies invest heavily in their CRM. Fewer invest in the quality of data inside it.</p><p>Sales reps waste hours <a href="https://www.findymail.com/blog/job-change-tracking/">pursuing contacts who&apos;ve changed jobs</a>. Marketers blast campaigns to emails that haven&apos;t been valid in two years. Revenue leaders make forecast calls on pipeline data they&apos;d never trust in a board deck.</p><p>CRM data quality isn&apos;t an operational nicety. It&apos;s a revenue variable, one that affects forecasting accuracy, <a href="https://www.findymail.com/blog/verify-email-addresses-without-sending-email/">email deliverability</a>, customer experience, and increasingly, how well your AI workflows actually perform.</p><p>This guide covers what CRM data quality is, why it degrades, how to measure it, and the strategies and tools you need to keep your database clean in 2026.</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Most CRM databases are less accurate than their owners think!</strong><br><br>B2B contact records go stale at roughly 22.5% per year. <strong><a href="https://www.findymail.com/crm-enrichment/">Findymail Datacare</a></strong> keeps your database current continuously, so you&apos;re not finding out about the damage when it&apos;s already in your bounce reports.</div></div><div class="kg-card kg-button-card kg-align-center"><a href="https://www.findymail.com/schedule-a-demo/" class="kg-btn kg-btn-accent">Book your CRM health check today!</a></div><div class="kg-card kg-toggle-card" data-kg-toggle-state="close"><div class="kg-toggle-heading"><h4 class="kg-toggle-heading-text">TL;DR &#x2013; CRM Data Quality: Best Practices, Metrics &amp; Tools for 2026</h4><button class="kg-toggle-card-icon"><svg id="Regular" xmlns="http://www.w3.org/2000/svg" viewbox="0 0 24 24"><path class="cls-1" d="M23.25,7.311,12.53,18.03a.749.749,0,0,1-1.06,0L.75,7.311"/></svg></button></div><div class="kg-toggle-content"><p><strong>What This Guide Covers:</strong><br>1. What CRM data quality is and why it matters for revenue<br>2. The most common data quality problems (duplicates, missing data, outdated records)<br>3. Why CRM data decays at 22.5% per year even when nobody&apos;s doing anything wrong<br>4. Key metrics to track: bounce rate, field completion, email validity, data freshness<br>5. CRM data governance best practices for RevOps, SalesOps, and Marketing<br><br><strong>Best CRM Data Quality Tools (2026):</strong><br>1. Findymail CRM Datacare<br>2. Insycle<br>3. Openprise <br>4. DemandTools <br>5. ZoomInfo Enrich<br>6. HubSpot Data Hub<br>7. Clay</p></div></div><h2 id="what-is-crm-data-quality"><strong>What Is CRM Data Quality?</strong></h2><p>CRM data quality refers to the accuracy, completeness, consistency, uniqueness, and reliability of the information stored in your CRM. It&apos;s the standard your records need to meet before you can trust them.</p><p><a href="https://www.findymail.com/blog/data-cleansing/">High-quality CRM data</a> lets teams trust their reports, automate workflows without constant exceptions, personalize outreach at scale, and build forecasts that don&apos;t fall apart in Q4.</p><p><strong>The core question:</strong> can your revenue team actually trust the data they use every day? For most companies, the honest answer is &quot;sometimes.&quot;</p><h2 id="why-crm-data-quality-matters"><strong>Why CRM Data Quality Matters</strong></h2><p>Poor CRM data touches every team that depends on customer information. Inaccurate records make sales outreach less effective, reduce confidence in reporting, and quietly undermine the tools your team has spent months building.</p><p><strong>The downstream effects are concrete:</strong> missed revenue, wasted ad spend on dead segments, sales reps wasting time on leads who left the company a year ago, and RevOps dashboards that nobody believes.</p><p>Here&apos;s what&apos;s at stake across the business:</p><ul><li>Revenue forecasting</li><li>Pipeline management</li><li>Lead routing</li><li>Customer segmentation</li><li>Marketing attribution</li><li>AI workflows</li><li>Customer experience</li></ul><h3 id="the-hidden-cost-of-dirty-crm-data"><strong>The Hidden Cost of Dirty CRM Data</strong></h3><p>The <a href="https://www.findymail.com/blog/the-cost-of-bad-crm-data/">cost of bad data</a> rarely appears in a budget line, but it shows up everywhere. <a href="https://finance.yahoo.com/news/fragmented-data-causing-businesses-huge-134409521.html?guccounter=1&amp;guce_referrer=aHR0cHM6Ly93d3cuZ29vZ2xlLmNvbS8&amp;guce_referrer_sig=AQAAAH53MrzOoPxvz5yvjjtB01UGnmwQrkhpd9JIf9LKxJgVO3w42AD8r6Dn7kz5urodHSPF1B1ir0D9DemVfzrKMC6CKp8EftEL39qRSCPAxvOw4kGI1KB0wgv3tKeIBJOU46rC2pbEvTg6EyFai0XhpKJBlpSWfsEcldZUI3dxTwzi">34% of businesses</a> report revenue loss tied to fragmented customer data. Most organizations don&apos;t fully trust their CRM for reporting or decision-making, which means they&apos;re making calls based on gut feel dressed up as data.</p><p>The business impacts pile up quickly:</p><ul><li>Missed revenue from pursuing wrong contacts</li><li>Lower sales productivity from manual workarounds</li><li>Poor email deliverability from sending to invalid addresses</li><li>Inaccurate forecasting from incomplete pipeline records</li><li>Broken automation workflows triggered by inconsistent field values</li><li>Increased operational costs from compensating for what the data doesn&apos;t tell you</li></ul><p>The hidden part is that most of these costs never get attributed to data quality. They just look like underperformance.</p><h2 id="the-most-common-crm-data-quality-problems"><strong>The Most Common CRM Data Quality Problems</strong></h2><p>Most CRM databases suffer from the same recurring issues. Understanding them is the first step toward fixing them.</p><h3 id="duplicate-records"><strong>Duplicate Records</strong></h3><p>Duplicate contacts inflate pipeline metrics, generate duplicate outreach, and break attribution reporting. They&apos;re most common in organizations using multiple lead sources without a consistent deduplication process. Research consistently identifies duplicates as the most common CRM data quality problem, and one of the least addressed.</p><h3 id="missing-data"><strong>Missing Data</strong></h3><p>Incomplete records limit segmentation, reduce lead scoring accuracy, and cut automation performance. <strong>The most commonly missing fields:</strong> industry, employee count, job title, phone number, and lifecycle stage. Without them, personalization becomes guesswork.</p><h3 id="outdated-information"><strong>Outdated Information</strong></h3><p>Contacts change jobs. Companies pivot or fold. <a href="https://www.landbase.com/blog/data-decay-b2b-crm-loses-accuracy">B2B data decays at 20&#x2013;30% annually</a>, with some industries running higher due to turnover. <strong>The result:</strong> higher email bounce rates, lower connect rates, weaker campaign performance, and forecasts built on contacts who are no longer relevant.</p><h3 id="inconsistent-formatting"><strong>Inconsistent Formatting</strong></h3><p>Different users enter data differently. No enforcement, no standards. The downstream effect is that reporting breaks, automation fails on unexpected values, and RevOps spends hours normalizing exports instead of analyzing them.</p><h3 id="data-silos"><strong>Data Silos</strong></h3><p>A contact might have one job title in the CRM, a different one in the marketing automation platform, and outdated info in customer support. Disconnected systems create conflicting records across the stack, and when they conflict, everyone picks the one they trust least &#x2014; which is usually the CRM.</p><p>These problems compound. Duplicate records with missing fields and outdated information are harder to deduplicate, harder to enrich, and harder to maintain. Fixing one without addressing the others buys you maybe six months of improvement before you&apos;re back where you started.</p><h2 id="why-crm-data-quality-deteriorates-over-time"><strong>Why CRM Data Quality Deteriorates Over Time</strong></h2><p>Sadly B2B data just naturally decays over time at a rate of 22.5% per year, driven by job changes, company restructuring, acquisitions, and contact churn. Nobody in the organization is creating dirty data on purpose, &#xA0;it&apos;s just what happens when people leave companies, get promoted, and update their contact information everywhere except your CRM.</p><p>The contributing factors are almost always the same:</p><ul><li>No data entry standards enforced at the point of entry</li><li>Multiple lead sources with no deduplication step</li><li>No regular audit or enrichment cadence</li><li>CRM owners without the authority or tools to enforce quality</li><li>Teams treating the CRM as a record of the past, not a system that needs active management</li></ul><p><strong>The math is simple:</strong> if your CRM has 50,000 contacts and you&apos;re not enriching or verifying regularly, you&apos;re losing the accuracy of roughly 11,000 records every year.</p><h2 id="how-to-measure-crm-data-quality"><strong>How to Measure CRM Data Quality</strong></h2><p>The most effective RevOps, SalesOps, and MarketingOps teams <a href="https://www.findymail.com/blog/crm-hygiene/">track CRM data quality</a> across a combination of accuracy, completeness, freshness, and usability metrics. Monitoring these KPIs surfaces problems before they hit pipeline.</p><p><strong>Duplicate Rate</strong> Percentage of records that exist more than once. Target: under 5%.</p><p><strong>Field Completion Rate</strong> Percentage of required fields populated across records. Target: over 80%.</p><p><strong>Email Validity Rate</strong> Percentage of email addresses that can successfully receive messages. Target: over 93%.</p><p><strong>Bounce Rate</strong> Percentage of emails that fail to reach recipients. Target: under 2%.</p><p><strong>Data Freshness</strong> Percentage of records updated, verified, or enriched within the last 12 months. Target: over 65%.</p><p><strong>Data Accuracy Rate</strong> Percentage of records that accurately reflect real-world information. Target: over 85%.</p><p><strong>CRM Adoption Rate</strong> How consistently teams are using and updating the CRM. Low adoption often signals low trust in data quality.</p><p>What gets measured gets improved. Teams that monitor these metrics quarterly catch data quality problems before they become pipeline problems.</p><h2 id="crm-data-governance-best-practices"><strong>CRM Data Governance Best Practices</strong></h2><p>Strong governance is often the difference between a CRM that stays clean and one that reverts to chaos six months after a major cleanup project. Most CRM quality problems aren&apos;t technology failures, they&apos;re process failures.</p><p><strong>Key governance practices:</strong></p><ul><li>Assign CRM owners with explicit accountability for data quality</li><li>Define field standards in writing and make them accessible to all users</li><li>Create data entry policies for each team that interacts with the CRM</li><li>Conduct quarterly audits with documented findings and action items</li><li>Monitor compliance through field completion rates and entry quality reports</li><li>Run regular CRM training for any team member who creates or updates records</li></ul><p>Governance doesn&apos;t need to be bureaucratic. Clear ownership, documented standards, and a quarterly review cycle covers most of what organizations need.</p><h2 id="the-best-crm-data-quality-tools-in-2026"><strong>The Best CRM Data Quality Tools in 2026</strong></h2><p><a href="https://www.findymail.com/blog/evaluate-crm/">Modern CRM data quality tools</a> handle <a href="https://www.findymail.com/blog/what-is-data-enrichment/">enrichment</a>, <a href="https://www.findymail.com/blog/best-email-verifier-tools/">verification</a>, deduplication, and database maintenance across the full range of CRM environments. The right solution depends on your CRM stack, your specific data quality challenges, your budget, and how much operational complexity you can absorb.</p><p>Here are the leading platforms available today.</p><h3 id="1-findymail-crm-datacare"><strong>1. Findymail CRM Datacare</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/06/CRM-Data-Quality_-Datacare--1-.png" class="kg-image" alt="CRM Data Quality: Best Practices, Metrics &amp; Tools for 2026" loading="lazy" width="2000" height="1080" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/06/CRM-Data-Quality_-Datacare--1-.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/CRM-Data-Quality_-Datacare--1-.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/CRM-Data-Quality_-Datacare--1-.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/06/CRM-Data-Quality_-Datacare--1-.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.findymail.com/crm-enrichment/">Findymail CRM Datacare</a></figcaption></figure><p>We built <a href="https://www.findymail.com/crm-enrichment/">Datacare</a> because most enrichment tools treat CRM maintenance as an afterthought. You run a bulk update, feel good about it for a quarter, and then the data starts decaying again while nobody&apos;s watching.</p><p>Datacare is purpose-built for the ongoing side of CRM health. When a contact changes jobs, Datacare picks it up and updates the record automatically. Duplicate contacts get merged instantly rather than sitting in a backlog waiting for a manual review cycle. Empty fields get filled with verified emails, direct dials, job titles, and company data, so your reps aren&apos;t working from half-finished records.</p><p>Unlike tools that focus on net-new prospecting, Datacare&apos;s job is the database you already own, making sure it stays accurate rather than waiting for you to notice it isn&apos;t.</p><p><strong>Best for:</strong> SaaS products building enrichment into their core offering, sales tools, CRM platforms, and any team that wants continuous CRM maintenance without building it from scratch.</p><p><strong>Pros:</strong></p><ul><li><strong>Every email is verified before it hits your CRM</strong>; no separate validation step required</li><li><strong>Purpose-built for CRM hygiene</strong>, not bolted on as a secondary feature.</li><li><strong>Flat pricing by database size</strong>; unlimited auto-enrichment within your plan with no per-record fees.</li><li><strong>Supports ongoing database maintenance</strong> rather than one-time cleanup.</li></ul><p><strong>Cons:</strong></p><ul><li><strong>Focused on contact data quality</strong>; teams that also need field standardization, governance workflows, or CRM process management will need additional tooling for those layers.</li></ul><p><strong>Pricing:</strong> </p><p><strong>Datacare is priced by database size</strong>, not per enriched record, so no hidden fees and no running out of credits mid-quarter. Plans start at:</p><ul><li><strong>$500/month, billed annually:</strong> Enrichment + Job Tracking.</li><li><strong>Every demo</strong> comes with a free CRM health check.</li></ul><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text">As you read this your CRM is slowly decaying.<br><br>Contacts who&apos;ve changed jobs, emails that no longer deliver, fields empty since the record was created. <strong><a href="https://www.findymail.com/crm-enrichment/">Datacare</a></strong> fixes all three continuously, not just when you schedule a cleanup.</div></div><div class="kg-card kg-button-card kg-align-center"><a href="https://www.findymail.com/schedule-a-demo/" class="kg-btn kg-btn-accent">Book your CRM health check here!</a></div><h3 id="2-insycle"><strong>2. Insycle</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/06/CRM-Data-Quality_-Insycle--1-.png" class="kg-image" alt="CRM Data Quality: Best Practices, Metrics &amp; Tools for 2026" loading="lazy" width="2000" height="1076" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/06/CRM-Data-Quality_-Insycle--1-.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/CRM-Data-Quality_-Insycle--1-.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/CRM-Data-Quality_-Insycle--1-.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/06/CRM-Data-Quality_-Insycle--1-.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.insycle.com/">Insycle</a></figcaption></figure><p>Insycle focuses on deduplication and bulk CRM management. It connects to <a href="https://www.findymail.com/blog/hubspot-data-enrichment/">HubSpot</a> and <a href="https://www.findymail.com/blog/best-salesforce-data-enrichment-tools/">Salesforce</a> and handles the record operations that are painful to do natively: merging duplicates, standardizing field values across thousands of records, and running bulk updates without importing and exporting CSV files.</p><p><strong>Best for:</strong> Revenue Operations and CRM administrators dealing with duplicate records and inconsistent data across their CRM.</p><p><strong>Pros:</strong></p><ul><li><strong>Strong duplicate detection</strong> and merge capabilities.</li><li><strong>User-friendly interface</strong> for non-technical CRM users.</li><li><strong>Supports multiple</strong> CRM platforms.</li><li><strong>Powerful bulk editing tools</strong> for standardization work.</li></ul><p><strong>Cons:</strong></p><ul><li><strong>Can require setup time</strong> for complex workflow configurations.</li><li><strong>Primarily focused on CRM management</strong> rather than external data enrichment.</li></ul><p><strong>Pricing:</strong> Scales by database size across four tiers: Starter, Growth, Professional, and Enterprise. At 25K records, plans start at $25/month (billed annually); at 200K records, the same tiers run $200&#x2013;$400/month. Enterprise is custom pricing with dedicated support.</p><h3 id="3-openprise"><strong>3. Openprise</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/06/CRM-Data-Quality_-Openprise--1-.png" class="kg-image" alt="CRM Data Quality: Best Practices, Metrics &amp; Tools for 2026" loading="lazy" width="2000" height="1087" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/06/CRM-Data-Quality_-Openprise--1-.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/CRM-Data-Quality_-Openprise--1-.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/CRM-Data-Quality_-Openprise--1-.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/06/CRM-Data-Quality_-Openprise--1-.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.openprisetech.com/">Openprise</a></figcaption></figure><p>Openprise operates at the enterprise end of the market. It&apos;s a data orchestration platform built for RevOps teams running complex go-to-market operations across multiple systems. Lead-to-account matching, routing automation, data cleansing, and enrichment integrations are all handled in one platform.</p><p><strong>Best for:</strong> Large organizations with sophisticated RevOps requirements and complex GTM operations.</p><p><strong>Pros:</strong></p><ul><li><strong>Highly customizable</strong> for complex data management workflows.</li><li><strong>Enterprise-grade</strong> automation capabilities.</li><li>Strong <strong>governance and compliance</strong> features.</li><li><strong>Supports multi-system orchestration</strong> across the full tech stack.</li></ul><p><strong>Cons:</strong></p><ul><li><strong>Higher implementation complexity</strong> than most mid-market tools.</li><li><strong>Better suited for larger organizations</strong> with dedicated RevOps resources.</li></ul><p><strong>Pricing:</strong> Not publicly available. Contact Openprise directly or request a demo to get pricing.</p><h3 id="4-demandtools"><strong>4. DemandTools</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/06/CRM-Data-Quality_-DemandTools--1-.png" class="kg-image" alt="CRM Data Quality: Best Practices, Metrics &amp; Tools for 2026" loading="lazy" width="2000" height="1138" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/06/CRM-Data-Quality_-DemandTools--1-.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/CRM-Data-Quality_-DemandTools--1-.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/CRM-Data-Quality_-DemandTools--1-.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/06/CRM-Data-Quality_-DemandTools--1-.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.validity.com/demandtools/">DemandTools</a></figcaption></figure><p>DemandTools is a <a href="https://www.findymail.com/blog/salesforce-data-cleansing/">Salesforce-specific data quality platform</a> from Validity, the data integrity company behind several CRM and email deliverability tools. If your organization runs on Salesforce and needs serious data quality controls (deduplication, normalization, bulk imports, and record governance) DemandTools is what Salesforce admins reach for.</p><p><strong>Best for:</strong> Organizations heavily invested in Salesforce that need advanced data quality controls beyond what Salesforce provides natively.</p><p><strong>Pros:</strong></p><ul><li><strong>Deep Salesforce functionality</strong> built specifically for the platform.</li><li>Powerful <strong>data cleansing and normalization</strong> capabilities.</li><li><strong>Trusted by Salesforce administrators</strong> across enterprise accounts.</li></ul><p><strong>Cons:</strong></p><ul><li><strong>Salesforce-centric</strong>; limited value outside of that ecosystem.</li><li><strong>Learning curve for new users</strong> unfamiliar with data governance tools.</li></ul><p><strong>Pricing:</strong> Two packages &#x2014; Elements Edition (imports, deduplication, and field standardization) and DemandTools (everything in Elements plus automated record maintenance, territory management, and multi-org support). Both require contacting DemandTools directly for pricing.</p><h3 id="5-zoominfo-enrich"><strong>5. ZoomInfo Enrich</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/06/CRM-Data-Quality_-ZoomInfo-Enrich--1-.png" class="kg-image" alt="CRM Data Quality: Best Practices, Metrics &amp; Tools for 2026" loading="lazy" width="2000" height="1065" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/06/CRM-Data-Quality_-ZoomInfo-Enrich--1-.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/CRM-Data-Quality_-ZoomInfo-Enrich--1-.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/CRM-Data-Quality_-ZoomInfo-Enrich--1-.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/06/CRM-Data-Quality_-ZoomInfo-Enrich--1-.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.zoominfo.com/solutions/crm-enrichment">ZoomInfo Enrich</a></figcaption></figure><p>ZoomInfo Enrich is ZoomInfo&apos;s dedicated enrichment product, built on a database of over millions of contacts and companies. It automatically appends verified contact and company data to new and existing CRM records, flags stale entries, and connects directly with Salesforce, HubSpot, and Marketo for bidirectional enrichment flows. Beyond standard firmographics, it adds technographic and buying committee data, useful for teams that need to prioritize accounts, not just keep records clean.</p><p><strong>The main caveat is cost</strong>. Annual enterprise contracts can run well into five figures, which makes it a harder sell for anything outside large, well-funded sales organizations.</p><p><strong>Best for:</strong> Mid-market and enterprise teams that want to combine enrichment with ongoing CRM maintenance.</p><p><strong>Pros:</strong></p><ul><li><strong>Extensive B2B data coverage</strong> across industries and geographies.</li><li><strong>Automated enrichment workflows </strong>with CRM sync.</li><li><strong>Strong integrations</strong> across major CRM platforms.</li></ul><p><strong>Cons:</strong></p><ul><li><strong>Premium pricing</strong> that scales with database size.</li><li><strong>May provide more functionality</strong> than smaller or mid-size teams need.</li></ul><p><strong>Pricing:</strong> Custom pricing based on database size and usage.</p><h3 id="6-hubspot-data-hub"><strong>6. HubSpot Data Hub</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/06/CRM-Data-Quality_-Hubspot-Data-Hub--1-.png" class="kg-image" alt="CRM Data Quality: Best Practices, Metrics &amp; Tools for 2026" loading="lazy" width="2000" height="1108" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/06/CRM-Data-Quality_-Hubspot-Data-Hub--1-.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/CRM-Data-Quality_-Hubspot-Data-Hub--1-.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/CRM-Data-Quality_-Hubspot-Data-Hub--1-.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/06/CRM-Data-Quality_-Hubspot-Data-Hub--1-.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.hubspot.com/products/data?hubs_content=www.hubspot.com%2Fproducts%2Fartificial-intelligence&amp;hubs_content-cta=nav-software-data">HubSpot Data Hub</a></figcaption></figure><p>HubSpot Data Hub is HubSpot&apos;s AI-powered data management product, built to turn scattered CRM data into actionable intelligence. It handles data synchronization across apps, field mapping, basic data cleaning, and at higher tiers, AI-assisted dataset creation, automated data processes, and data health monitoring.</p><p><strong>Best for:</strong> Organizations using HubSpot as their primary CRM and marketing platform who want native data quality tooling without adding another vendor.</p><p><strong>Pros:</strong></p><ul><li><strong>Native HubSpot integration</strong> with no additional connector setup.</li><li>Easy to use for teams already <strong>familiar with HubSpot</strong>.</li><li>Supports automation and governance <strong>within one platform</strong>.</li></ul><p><strong>Cons:</strong></p><ul><li><strong>Most valuable within the HubSpot ecosystem</strong>; limited value elsewhere.</li><li>Serious data quality features (AI datasets, health monitoring, automation) <strong>require Professional at $800/month</strong>.</li></ul><p><strong>Pricing:</strong> Free tier available. Starter from $10/month per seat, Professional from $800/month, Enterprise from $2,000/month.</p><h3 id="7-clay"><strong>7. Clay</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/06/CRM-Data-Quality_-Clay--1-.png" class="kg-image" alt="CRM Data Quality: Best Practices, Metrics &amp; Tools for 2026" loading="lazy" width="2000" height="1046" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/06/CRM-Data-Quality_-Clay--1-.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/CRM-Data-Quality_-Clay--1-.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/CRM-Data-Quality_-Clay--1-.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/06/CRM-Data-Quality_-Clay--1-.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.clay.com/">Clay</a></figcaption></figure><p>Clay is for teams that want to <a href="https://www.findymail.com/blog/clay-data-enrichment/">build enrichment workflows </a>from scratch. It <a href="https://www.findymail.com/blog/waterfall-enrichment/">connects dozens of data providers</a>, runs AI-powered research automations, and can push enriched data back into your CRM on a schedule. The flexibility is real, but so is the complexity, Clay rewards teams that invest time in building their workflows.</p><p><strong>Best for:</strong> Advanced RevOps, growth, and outbound teams that need highly customized enrichment and prospecting workflows.</p><p><strong>Pros:</strong></p><ul><li><strong>Extremely flexible</strong>; supports a wide range of data providers and automations.</li><li><strong>Powerful for building</strong> custom multi-step enrichment workflows.</li><li><strong>Strong automation capabilities</strong> for teams comfortable with workflow design.</li></ul><p><strong>Cons:</strong></p><ul><li><strong>Can be complex for beginners</strong>; requires upfront workflow design.</li><li>Credit-based pricing model can be <strong>difficult to predict at scale</strong>.</li></ul><p><strong>Pricing:</strong> Free tier available (1.2K data credits/year). Launch from $167/month (30K credits), Growth from $446/month (72K credits), Enterprise is custom. Annual billing saves 10%.</p><h2 id="final-thoughts"><strong>Final Thoughts</strong></h2><p>CRM data quality is the foundation that every revenue operation builds on. Whether you&apos;re forecasting pipeline, running outbound campaigns, routing leads, deploying AI workflows, or managing customer relationships, the quality of your output depends on the quality of the data underneath it.</p><p>Organizations that treat CRM quality as an ongoing discipline (not a periodic cleanup project) get more accurate reporting, higher sales productivity, better customer experience, and more predictable revenue growth.</p><p>The combination of governance, enrichment, verification, and continuous maintenance is what creates a CRM your entire organization can actually trust.</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Clean data is the infrastructure your entire revenue stack runs on!</strong><br><br><strong><a href="https://www.findymail.com/crm-enrichment/">Findymail Datacare</a></strong> handles the verification and enrichment side of ongoing CRM maintenance so your records stay accurate without a dedicated cleanup project every quarter.</div></div><div class="kg-card kg-button-card kg-align-center"><a href="https://www.findymail.com/schedule-a-demo/" class="kg-btn kg-btn-accent">Keep your CRM healthy with Datacare &#x2192;</a></div><h2 id="frequently-asked-questions"><strong>Frequently Asked Questions</strong></h2><p><strong>How do you improve CRM data quality?</strong> Start with an audit to understand your current state. Standardize data entry, remove duplicates, enrich missing fields, establish governance, monitor quality metrics, and automate ongoing maintenance. The combination of all seven steps is what creates lasting improvement.</p><p><strong>What causes poor CRM data quality?</strong> Data entry without standards, multiple lead sources without deduplication, lack of regular enrichment, and no ownership or accountability for data governance. Natural data decay (contacts changing jobs, companies restructuring) compounds the problem over time.</p><p><strong>What are the best CRM data quality tools?</strong> Findymail CRM Datacare for continuous verification and enrichment, Insycle for deduplication, DemandTools for Salesforce-specific governance, ZoomInfo Enrich for large-scale enrichment, HubSpot Data Hub for HubSpot-native teams, Openprise for enterprise orchestration, and Clay for custom workflows.</p><p><strong>How often should CRM data be cleaned?</strong> Maintenance should run continuously, with formal audits quarterly. Waiting for an annual cleanup means losing 20&#x2013;30% of your data accuracy each year before anyone addresses it.</p>]]></content:encoded></item><item><title><![CDATA[Best CRM Data Enrichment Tools: 9 Top Picks for 2026]]></title><description><![CDATA[Discover the 9 best CRM data enrichment tools to keep your data accurate and actionable. Compare features, pricing, and top picks for 2026.]]></description><link>https://www.findymail.com/blog/best-crm-data-enrichment-tools/</link><guid isPermaLink="false">67eb8a5a2fad8c5379bf51b0</guid><category><![CDATA[CRMs]]></category><dc:creator><![CDATA[Valentin]]></dc:creator><pubDate>Mon, 22 Jun 2026 08:00:00 GMT</pubDate><media:content url="https://www.findymail.com/blog/content/images/2026/03/Best-CRM-Data-Enrichment-Tools_-8-Top-Picks-for-2026.png" medium="image"/><content:encoded><![CDATA[<img src="https://www.findymail.com/blog/content/images/2026/03/Best-CRM-Data-Enrichment-Tools_-8-Top-Picks-for-2026.png" alt="Best CRM Data Enrichment Tools: 9 Top Picks for 2026"><p>Data isn&apos;t slowing down, and neither is the headache of keeping it clean, current, and useful. CRM data enrichment tools exist to solve exactly that problem, and as databases keep growing, so does the list of platforms promising to fix them.</p><p>Picking the right one is where things get tricky. Choose wrong and you&apos;re left with a wasted budget and a CRM that&apos;s somehow <em>more</em> chaotic than before. Stick the landing, and your sales, marketing, and RevOps teams finally have data they can trust.To save you the headache, we&apos;ve put together this in-depth guide to the <strong>9 best CRM data enrichment tools</strong> available today &#x2014; breaking down core features, G2 ratings, pricing, and key pros and cons.</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>PSST! Want to skip ahead?</strong><br><br><a href="https://www.findymail.com/crm-enrichment/"><strong>Findymail CRM Datacare</strong></a> takes the top spot on this list for good reason. While many tools here excel in a specific niche or try to do everything at once, Findymail CRM Datacare is a focused data enrichment engine that keeps your CRM clean and ensures only verified, validated contact data makes the cut.<br><br><strong>Curious to see it in action?</strong> Our CRM data experts are happy to walk you through the product and run a <strong>free CRM health check</strong> to surface any data issues you might not even know you have.</div></div><div class="kg-card kg-button-card kg-align-center"><a href="https://www.findymail.com/schedule-a-demo/" class="kg-btn kg-btn-accent">Book your CRM health check here!</a></div><div class="kg-card kg-callout-card kg-callout-card-white"><div class="kg-callout-text"><strong>TL;DR &#x2014; The 8 Best CRM Data Enrichment Tools</strong><br><br>1. Findymail CRM Datacare <br>2. LinkFinder AI<br>3. Clay <br>4. Freckle.io <br>5. UpLead <br>6. Cognism <br>7. Apollo.io<br>8. ZoomInfo<br>9. Lusha</div></div><h2 id="what-is-crm-data-enrichment"><strong>What Is CRM Data Enrichment?</strong></h2><p><a href="https://www.findymail.com/blog/what-is-data-enrichment/">Data enrichment</a> is the process of enhancing existing records in your CRM with additional, accurate, and actionable information. Rather than relying on incomplete or outdated contacts, enrichment tools automatically fill in the gaps, &#xA0;and keep refreshing that data so your database doesn&apos;t quietly rot over time.</p><p>At a high level, CRM data enrichment typically covers:</p><ul><li><strong>Contact enrichment:</strong> <a href="https://www.findymail.com/email-verifier/">Verified emails</a>, direct dials, LinkedIn profiles, and up-to-date job titles.</li><li><strong>Company enrichment:</strong> Firmographic and technographic data (think industry, headcount, revenue, location, and tech stack).</li><li><strong>Intent and buying signals:</strong> Active research behavior, topic interest, funding events, hiring trends, and technology changes that hint at when a prospect is ready to buy.</li><li><strong>Job change tracking:</strong> Alerts when contacts switch roles or companies, surfacing timely expansion and re-engagement opportunities.</li></ul><p>And that&apos;s just scratching the surface, modern enrichment tools can pull in a surprisingly wide range of data points depending on your use case.</p><h3 id="crm-data-enrichment-vs-data-cleansing-vs-data-hygiene"><strong>CRM Data Enrichment vs. Data Cleansing vs. Data Hygiene</strong></h3><p>These three terms get thrown around like they&apos;re interchangeable, they&apos;re not. Here&apos;s the quick breakdown:</p><ul><li><strong>Data Enrichment</strong> <em>adds</em> new, valuable information to your CRM records.</li><li><strong>Data Cleansing</strong> <em>corrects</em> inaccurate, incomplete, or duplicate data.</li><li><strong>Data Hygiene</strong> <em>maintains</em> data quality over time through ongoing processes.</li></ul><p><strong>Think of it this way:</strong> <a href="https://www.findymail.com/blog/crm-data-cleansing/">data cleansing</a> fixes the mess, <a href="https://www.findymail.com/blog/what-is-data-hygiene/">data hygiene</a> keeps it tidy, and data enrichment makes your CRM actually powerful. You need all three, but enrichment is where the real competitive edge lives.</p><h2 id="8-best-crm-data-enrichment-tools"><strong>8 Best CRM Data Enrichment Tools</strong></h2><p>Alright, enough theory. Let&apos;s get to the part you actually came here for. We&apos;ve cut through the noise and narrowed it down to the 8<strong> best CRM data enrichment tools</strong> on the market today. Some are household names, some are hidden gems, and all of them beat a messy spreadsheet.</p><h3 id="1-findymail-crm-datacare-%E2%80%94-best-for-always-on-crm-enrichment-with-guaranteed-verified-data">1. Findymail CRM Datacare &#x2014; Best for Always-On CRM Enrichment with Guaranteed Verified Data</h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/05/Datacare-LP-9.png" class="kg-image" alt="Best CRM Data Enrichment Tools: 9 Top Picks for 2026" loading="lazy" width="2000" height="1020" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/05/Datacare-LP-9.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/05/Datacare-LP-9.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/05/Datacare-LP-9.png 1600w, https://www.findymail.com/blog/content/images/2026/05/Datacare-LP-9.png 2244w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.findymail.com/crm-enrichment/">Findymail CRM Datacare</a></figcaption></figure><p><strong>Overview:</strong></p><p>As an always-on enrichment tool, <a href="https://www.findymail.com/crm-enrichment/">Findymail CRM Datacare</a> connects natively to your CRM and keeps it clean, accurate, and continuously up to date. Built on Findymail&apos;s proprietary verification algorithm, it delivers <a href="https://www.findymail.com/blog/verify-email-addresses-without-sending-email/">verified contact data</a> in real time with the same <strong>sub-5% bounce rate guarantee</strong> the core platform is known for.</p><p>Findymail CRM Datacare enriches records as they&apos;re created, fills gaps in existing contacts, <a href="https://www.findymail.com/blog/job-change-tracking/">tracks job changes</a>, and merges duplicates automatically. The result is a CRM that stays healthy with minimal oversight.</p><p>What makes Datacare particularly practical is its built-in safety controls:</p><ul><li><strong>Preview Mode:</strong> Review all proposed changes before anything updates.</li><li><strong>No Override Default:</strong> Fills empty fields only, leaving existing data untouched unless you allow otherwise.</li><li><strong>Full Rollback:</strong> Undo any change at any time.</li><li><strong>Segment Controls:</strong> Choose exactly which parts of your CRM to enrich.</li></ul><p>Datacare is also SOC 2 compliant, so your data is handled to <strong>enterprise-grade security </strong>standards throughout.</p><p><strong>Key Features</strong></p><ul><li><strong><strong><strong>Auto-Enrichment:</strong> </strong></strong>Automatically populates new and existing CRM records with accurate, up-to-date contact and company data.</li><li><strong><strong><strong>Job Change Tracker:</strong> </strong></strong>Get notified the moment a prospect or customer switches companies, so you can reach out while the timing is still right.</li><li><strong><strong><strong>Verified Contact Data:</strong> </strong></strong>Removes invalid emails and replaces them with fresh, verified contact info, backed by a bounce rate under 5%.</li><li><strong><strong><strong>Data Cleansing &amp; Deduplication:</strong> </strong></strong>Continuously updates outdated records, merges duplicates, and keeps your CRM aligned in real time.</li><li><strong><strong><strong>Native CRM Integration:</strong> </strong></strong>Works directly inside all major CRMs with zero overlays. Datacare runs quietly in the background.</li><li><strong>Built-in Safety Controls: </strong>Preview changes before they&apos;re applied, fill only empty fields by default, roll back any update at any time, and choose exactly which CRM segments to enrich. Enrichment always fits your workflows.</li></ul><p><strong>Ratings:</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/05/Datacare-Ratings-2.png" class="kg-image" alt="Best CRM Data Enrichment Tools: 9 Top Picks for 2026" loading="lazy" width="1910" height="753" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/05/Datacare-Ratings-2.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/05/Datacare-Ratings-2.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/05/Datacare-Ratings-2.png 1600w, https://www.findymail.com/blog/content/images/2026/05/Datacare-Ratings-2.png 1910w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.findymail.com/crm-enrichment/">Findymail CRM Datacare</a></figcaption></figure><ul><li><strong><strong><strong>G2: </strong></strong></strong>4.9/5 (57)</li><li><strong><strong><strong>Capterra:</strong> </strong></strong>4.9/5 (7)</li></ul><p><strong>Pros:</strong></p><ul><li><strong>Always-on enrichment</strong> keeps your database continuously clean without lifting a finger.</li><li><strong>Verified contact data</strong> with a guaranteed bounce rate of 5% or less.</li><li><strong>Real-time job change tracking</strong> so you can act on warm leads the moment they move.</li><li><strong>Native integrations with all major CRMs<strong>, </strong></strong>clean data, zero manual work.</li></ul><p><strong>Cons:</strong></p><ul><li><strong>Prioritizes accuracy and automation</strong> over highly custom enrichment workflows, so if you&apos;re looking to get experimental with your data, you may hit some limits.</li></ul><p><strong>Customer reviews:</strong></p><ul><li>&quot;Findymail: The Best Email Finder for High-Volume Outreach&quot; - Kevin Y., <a href="https://www.g2.com/products/findymail/reviews/findymail-review-11844037">verified G2 reviewer</a></li><li>&quot;Accurate and Comprehensive Email Search Tool&quot; - Yash A., <a href="https://www.g2.com/products/findymail/reviews/findymail-review-12029379">verified G2 reviewer</a></li></ul><p><strong>Pricing Plans:</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/05/Datacare-Pricing-5.png" class="kg-image" alt="Best CRM Data Enrichment Tools: 9 Top Picks for 2026" loading="lazy" width="2000" height="998" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/05/Datacare-Pricing-5.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/05/Datacare-Pricing-5.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/05/Datacare-Pricing-5.png 1600w, https://www.findymail.com/blog/content/images/2026/05/Datacare-Pricing-5.png 2196w" sizes="(min-width: 720px) 720px"><figcaption>Source <a href="https://www.findymail.com/crm-enrichment/">Findymail CRM Datacare</a></figcaption></figure><p>Datacare is priced by database size (not per enriched record), so no hidden fees, no &quot;out of credits&quot; panic.</p><ul><li><strong>$500/month, billed annually:</strong> Enrichment + Job Tracking.</li><li>Every demo comes with a <strong>free CRM health check</strong>.</li></ul><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Get a Free CRM Health Check!</strong><br><br>When you <a href="https://www.findymail.com/schedule-a-demo/">book a call or demo</a>, we won&apos;t just show slides. We securely connect Datacare to your CRM (without enriching or modifying sensitive data) and run a live health check to pinpoint exactly what&#x2019;s broken, and how <a href="https://www.findymail.com/crm-enrichment/">Findymail CRM Datacare</a> can fix it.</div></div><div class="kg-card kg-button-card kg-align-center"><a href="https://www.findymail.com/schedule-a-demo/" class="kg-btn kg-btn-accent">Book your CRM health check here!</a></div><h3 id="2-linkfinder-ai-%E2%80%93-best-b2b-enrichment-api">2. LinkFinder AI &#x2013; Best B2B Enrichment API</h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/06/LinkFinderAI-LP.png" class="kg-image" alt="Best CRM Data Enrichment Tools: 9 Top Picks for 2026" loading="lazy" width="2000" height="1036" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/06/LinkFinderAI-LP.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/LinkFinderAI-LP.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/LinkFinderAI-LP.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/06/LinkFinderAI-LP.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://linkfinderai.com/">LinkFinder AI</a></figcaption></figure><p>LinkFinder AI takes a different approach from most tools on this list: instead of a static database you search manually, it&apos;s a B2B data enrichment <strong>API</strong> built to plug directly into your existing automation stack. Connect it to n8n, Make, or Zapier, and your CRM enriches itself on a schedule, no manual CSV uploads required.</p><p>What sets it apart is its dual focus on <strong>contact enrichment</strong> and <strong>intent signals</strong>. Beyond filling in verified business emails, roles, and firmographics, LinkFinder AI surfaces engagement signals from public professional content, pairing &quot;who&apos;s engaging&quot; with &quot;who they are,&quot; so teams can prioritize outreach based on actual buying intent, not just firmographic fit.</p><p>Pricing is credit-based and notably transparent: every plan includes every feature (no tier-gated tools), and pricing per credit drops as volume increases.</p><p><strong>Key Features:</strong></p><ul><li><strong>Engagement Signal Aggregation:</strong> Surfaces intent signals from engagement on public professional content and pairs them with verified business data.</li><li><strong>Contact Data Enrichment:</strong> Enriches company domains or contact records with verified business email, role, company, and firmographics &#x2014; filterable by department (Sales, Marketing, Operations, Leadership) and seniority (VP, Director, Manager, Founder).</li><li><strong>Scheduled Automation:</strong> Runs enrichment workflows on a schedule (e.g., weekly) via n8n, Make, or Zapier &#x2014; no manual uploads.</li><li><strong>Native Integrations:</strong> Works with n8n, Make, Zapier (5,000+ connected apps), Google Sheets, and any tool that accepts HTTP requests, including Clay, HubSpot, and Airtable.</li><li><strong>Full REST API:</strong> Every plan includes full API access, batch CSV processing, and CSV/JSON/Excel export &#x2014; no feature paywalls between tiers.</li></ul><p><strong>Ratings:</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/06/LinkFinderAI-Ratings.png" class="kg-image" alt="Best CRM Data Enrichment Tools: 9 Top Picks for 2026" loading="lazy" width="1940" height="980" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/06/LinkFinderAI-Ratings.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/LinkFinderAI-Ratings.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/LinkFinderAI-Ratings.png 1600w, https://www.findymail.com/blog/content/images/2026/06/LinkFinderAI-Ratings.png 1940w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://linkfinderai.com/">LinkFinder AI</a></figcaption></figure><ul><li><strong>G2:</strong> N/A</li><li><strong>Capterra:</strong> N/A</li><li><strong>Trustpilot:</strong> 4.5/5 (37)</li></ul><p><strong>Pros:</strong></p><ul><li><strong>Every plan includes every feature</strong>, including full API access, no upsells for core functionality.</li><li><strong>Cost per credit drops sharply at higher volume</strong> (as low as $0.0018/credit on the annual Enterprise plan).</li><li><strong>Native integrations</strong> with popular no-code automation tools (n8n, Make, Zapier).</li><li><strong>GDPR-compliant</strong> with a simple opt-out process for individuals whose business data appears in the system.</li><li><strong>14-day money-back guarantee</strong>, no questions asked, and cancel anytime.</li></ul><p><strong>Cons:</strong></p><ul><li><strong>No published G2 or Capterra reviews yet</strong>, so third-party validation is limited to Trustpilot-style testimonials.</li><li><strong>No static, searchable contact database included</strong> &#x2014; for bulk prospect search by industry/title/location, LinkFinder AI directs users to a separate partner tool (Unlimited Leads) rather than offering it natively.</li><li><strong>Top published tier caps at 50,000 credits/month</strong>; higher-volume needs require contacting the team directly.</li></ul><p><strong>Customer reviews:</strong></p><ul><li>&quot;Does what I need, costs way less. I click around, get my results, move on.&quot; &#x2014; Shaker Workday, Singapore</li><li>&quot;Clean API, fast responses, accurate data. Works exactly the way I needed it to.&quot; &#x2014; Anbarasu A., verified customer</li></ul><p><strong>Pricing:</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/06/LinkFinderAI-Pricing.png" class="kg-image" alt="Best CRM Data Enrichment Tools: 9 Top Picks for 2026" loading="lazy" width="2000" height="1044" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/06/LinkFinderAI-Pricing.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/LinkFinderAI-Pricing.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/LinkFinderAI-Pricing.png 1600w, https://www.findymail.com/blog/content/images/2026/06/LinkFinderAI-Pricing.png 2366w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://linkfinderai.com/">LinkFinder AI</a></figcaption></figure><p>LinkFinder AI uses a simple credit system (1 credit = 1 profile enriched, email found, company enriched, or phone looked up). All plans include every feature; only credit volume changes.</p><ul><li><strong>Starter:</strong> $49 (5,000 credits/mo)</li><li><strong>Professional:</strong> $89 (20,000 credits/mo)</li><li><strong>Enterprise:</strong> $149 (50,000 credits/mo)</li></ul><p>All plans start with 25 free credits, no credit card required, and include a 14-day money-back guarantee.</p><h3 id="3-clay-%E2%80%94-best-for-custom-enrichment-workflows-multi-source-data">3. Clay &#x2014; Best for Custom Enrichment Workflows &amp; Multi-Source Data</h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/Clay-LP-2.png" class="kg-image" alt="Best CRM Data Enrichment Tools: 9 Top Picks for 2026" loading="lazy" width="1702" height="815" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/Clay-LP-2.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/Clay-LP-2.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/Clay-LP-2.png 1600w, https://www.findymail.com/blog/content/images/2026/03/Clay-LP-2.png 1702w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.clay.com/">Clay</a></figcaption></figure><p><strong>Overview:</strong></p><p>Clay is less of a CRM enrichment tool and more of a data hub with an outreach engine bolted on. Built for teams that want granular control over how, where, and from whom they pull data, Clay lets you enrich records from <strong>150+ data sources</strong> and act on that data without ever leaving the platform.</p><p><strong>The real differentiator is flexibility</strong>. Clay lets you build custom <a href="https://www.findymail.com/blog/waterfall-enrichment/">enrichment waterfalls</a>, deploy AI agents to scrape the web for signals that traditional databases miss, and automate personalized outreach, all in one place. It&apos;s the tool that power users swear by and beginners quietly panic over.</p><p><strong>Key Features:</strong></p><ul><li><strong><strong><strong>Claygent (AI research assistant): </strong></strong></strong>An AI agent that finds unique company and contact data from across the web. It can read websites, complete forms, and surface insights traditional databases miss.</li><li><strong><strong><strong>Data Enrichment: </strong></strong></strong>Pulls from 150+ data sources to fill in missing details like company size, tech stack, social data, and verified contact information.</li><li><strong><strong><strong>Custom waterfall configuration: </strong></strong></strong>Build your own enrichment waterfalls by choosing which providers run first, helping balance coverage, cost, and quality.</li><li><strong><strong><strong>CRM &amp; workflow integrations: </strong></strong></strong>Syncs seamlessly with tools like HubSpot, Salesforce, and Zapier so your enriched data flows exactly where it needs to go.</li></ul><p><strong>Ratings:</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/Clay-Ratings-1.png" class="kg-image" alt="Best CRM Data Enrichment Tools: 9 Top Picks for 2026" loading="lazy" width="1480" height="338" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/Clay-Ratings-1.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/Clay-Ratings-1.png 1000w, https://www.findymail.com/blog/content/images/2026/03/Clay-Ratings-1.png 1480w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.clay.com/">Clay</a></figcaption></figure><ul><li><strong><strong><strong>G2: </strong></strong></strong>4.7/5 (185)</li><li><strong><strong><strong>Capterra: </strong></strong></strong>N/A</li></ul><p><strong>Pros:</strong></p><ul><li><strong>Findymail is one of Clay&#x2019;s premium data providers</strong>, giving teams access to highly verified contact data within workflows.</li><li><strong>Built for sales and growth teams</strong>, Clay makes it straightforward to build highly targeted prospect lists quickly by pulling from multiple data sources in one place.</li><li><strong>Flexible enough to support custom workflows</strong>, multiple data source connections, and direct CRM pushes &#x2014; without requiring heavy technical setup.</li></ul><p><strong>Cons:</strong></p><ul><li><strong>Steep learning curve</strong>, especially for beginners.</li><li><strong>Pricing can be high</strong> for smaller teams.</li><li><strong>Credit usage adds up quickly</strong> if workflows aren&#x2019;t optimized.</li></ul><p><strong>Customer Reviews:</strong></p><ul><li>&quot;Powerful Data Enrichment &amp; Personalization at Scale in an Intuitive Interface&quot; - Harishwar M., <a href="https://www.g2.com/products/clay-com-clay/reviews/clay-review-12247737">verified G2 reviewer</a></li><li>&quot;Effortless Data Enrichment and Automation&quot; - Shivangi A., <a href="https://www.g2.com/products/clay-com-clay/reviews/clay-review-12383838">verified G2 reviewer</a></li></ul><p><strong>Pricing:</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/Clay-Pricing-3.png" class="kg-image" alt="Best CRM Data Enrichment Tools: 9 Top Picks for 2026" loading="lazy" width="2000" height="1008" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/Clay-Pricing-3.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/Clay-Pricing-3.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/Clay-Pricing-3.png 1600w, https://www.findymail.com/blog/content/images/2026/03/Clay-Pricing-3.png 2128w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.clay.com/">Clay</a></figcaption></figure><p>Clay operates on a credit-based system where each action consumes a credit. It&apos;s worth noting that Clay charges a markup on data accessed through its provider integrations, so costs can add up depending on usage.</p><ul><li><strong>Free: </strong>$0 (100 data credits/mo + 500 actions/mo) </li><li><strong>Launch<strong><strong>: </strong></strong></strong>$185/mo (3,000 data credits/mo + 15,000 actions/mo) </li><li><strong>Growth<strong><strong>: </strong></strong></strong>$495/mo (6,000 data credits/mo + 40,000 actions/mo) </li><li><strong><strong><strong>Enterprise: </strong></strong></strong>Custom pricing (custom data credits + custom actions)</li></ul><div class="kg-card kg-callout-card kg-callout-card-green"><div class="kg-callout-emoji">&#x1F4A1;</div><div class="kg-callout-text"><strong>Insider Tip: </strong>If you&apos;re using Findymail within Clay workflows, integrating via the <a href="https://app.findymail.com/docs/#description/introduction">Findymail API</a> directly will get you the same verified data at a lower rate than purchasing through Clay. A small change that adds up to meaningful savings as your usage scales.</div></div><h3 id="3-freckleio-%E2%80%93-the-best-clay-alternative-for-non-technical-teams">3. Freckle.io &#x2013; The Best Clay Alternative for Non-Technical Teams</h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/Freckle-LP.png" class="kg-image" alt="Best CRM Data Enrichment Tools: 9 Top Picks for 2026" loading="lazy" width="2000" height="968" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/Freckle-LP.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/Freckle-LP.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/Freckle-LP.png 1600w, https://www.findymail.com/blog/content/images/2026/03/Freckle-LP.png 2112w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.freckle.io/">Freckle.io</a></figcaption></figure><p><strong>Overview:</strong></p><p>Think of Freckle as the <strong>Clay alternative for non-technical users</strong>. Freckle is built for teams who want the same powerful AI-driven enrichment without the workflow-building headache.</p><p>The standout feature is its <strong>natural language processing engine</strong>. Instead of configuring complex logic, you simply describe the data you&apos;re looking for in plain English and Freckle&apos;s AI agents go find it. Want every contact&apos;s LinkedIn activity, recent funding news, and tech stack? Just ask. No rigid firmographic filters, no scoring models that fall apart the moment your ICP gets nuanced.</p><p>It&apos;s a refreshingly approachable take on AI enrichment and a strong option for teams that want Clay&apos;s ambition without Clay&apos;s learning curve.</p><p><strong>Key Features:</strong></p><ul><li><strong>Natural Language Processing:</strong> Describe your ideal customer profile in plain English and Freckle&apos;s AI scores every lead against it.</li><li><strong>Waterfall Enrichment:</strong> Tap into 40+ data providers with pre-built waterfalls that fill the gaps automatically.</li><li><strong>Automated Account Research:</strong> Stop burning hours on manual research. Freckle&apos;s AI agents handle tedious research at scale, without the busywork.</li><li><strong>Native CRM Integrations:</strong> Freckle syncs directly with your CRM to create, update, and look up records in real time.</li></ul><p><strong>Ratings:</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/Freckle-Ratings.png" class="kg-image" alt="Best CRM Data Enrichment Tools: 9 Top Picks for 2026" loading="lazy" width="2000" height="523" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/Freckle-Ratings.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/Freckle-Ratings.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/Freckle-Ratings.png 1600w, https://www.findymail.com/blog/content/images/2026/03/Freckle-Ratings.png 2126w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.freckle.io/">Freckle.io</a></figcaption></figure><ul><li><strong><strong><strong>G2: </strong></strong></strong>N/A</li><li><strong><strong><strong>Capterra: </strong></strong></strong>N/A</li></ul><p><strong>Pros:</strong></p><ul><li><strong>Describe your ICP in plain English</strong> and let the AI handle the heavy lifting, no technical setup required.</li><li><strong>A genuinely accessible alternative to Clay</strong> for non-technical teams who want powerful enrichment without the complexity.</li></ul><p><strong>Cons:</strong></p><ul><li><strong>Still early days</strong>, public reviews are scarce, so you&apos;re making a bet on promise as much as proof.</li><li><strong>Customization depth and integration breadth</strong> don&apos;t quite match Clay&apos;s, so power users may eventually want more room to stretch.</li></ul><p><strong>Customer Reviews:</strong></p><ul><li>N/A</li></ul><p><strong>Pricing:</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/Freckle-Pricing.png" class="kg-image" alt="Best CRM Data Enrichment Tools: 9 Top Picks for 2026" loading="lazy" width="2000" height="1002" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/Freckle-Pricing.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/Freckle-Pricing.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/Freckle-Pricing.png 1600w, https://www.findymail.com/blog/content/images/2026/03/Freckle-Pricing.png 2115w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.freckle.io/">Freckle.io</a></figcaption></figure><p>Freckle.io operates on a credit-based system with unlimited seats across all plans. Simply work out how many credits your team needs and you&apos;re good to go.</p><ul><li><strong><strong><strong>Free:</strong></strong></strong> $0/mo &#x2014; Full platform access with 100 starter credits to kick the tires.</li><li><strong><strong><strong>Build:</strong> </strong></strong>$99/mo &#x2014; Enhanced enrichment, scoring, and routing functionality.</li><li><strong><strong><strong>Scale:</strong> </strong></strong>$599/mo &#x2014; Higher speeds, priority support, and an actual human to call when things go sideways.</li><li><strong><strong><strong>Enterprise:</strong> </strong></strong>Custom &#x2014; For large-scale use cases that need a tailored plan.</li></ul><h3 id="4-uplead">4. UpLead</h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/UpLead-LP.png" class="kg-image" alt="Best CRM Data Enrichment Tools: 9 Top Picks for 2026" loading="lazy" width="1600" height="796" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/UpLead-LP.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/UpLead-LP.png 1000w, https://www.findymail.com/blog/content/images/2026/03/UpLead-LP.png 1600w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.uplead.com/">UpLead</a></figcaption></figure><p><strong>Overview:</strong></p><p><a href="https://www.findymail.com/blog/uplead-alternatives/">UpLead</a> gives you fast access to <strong>real-time verified B2B contact data</strong>, backed by 50+ search filters and solid CRM integrations. It&apos;s built for teams that want to identify and reach their target audience quickly, without a steep learning curve.</p><p>The database covers <strong>180 million+ B2B contacts across 200+ countries</strong>, searchable by job title, company size, industry, revenue, location, and technology usage &#x2014; giving you enough depth to build highly targeted lists without jumping between tools.</p><p><strong>Key Features:</strong></p><ul><li><strong>Prospector Tool:</strong> 50+ search filters to find qualified leads in real time, including firmographics, technographics, and intent data.</li><li><strong>Email Verification:</strong> Emails are verified at the point of export, keeping your contact lists accurate and your bounce rates low.</li><li><strong>Data Enrichment:</strong> Real-time data synced directly to your CRM, so your records stay current without manual updates.</li><li><strong>Technographics:</strong> Tracks 16,000+ technologies across CRM, e-commerce, marketing automation, analytics, and more.</li><li><strong>Intent Data:</strong> Identifies prospects actively researching solutions like yours, so your outreach is better timed.</li></ul><p><strong>Ratings:</strong></p><ul><li><strong><strong><strong>G2:</strong></strong></strong> 4.7/5 (824)</li><li><strong><strong><strong>Capterra: </strong></strong></strong>4.6/5 (76)</li></ul><p><strong>Pros:</strong></p><ul><li><strong>Clean, intuitive UI</strong> that makes searching for contacts, companies, and relevant information straightforward.</li><li>Combining technographics, firmographics, and intent data makes it <strong>easy to build precise, well-targeted lists</strong>.</li></ul><p><strong>Cons:</strong></p><ul><li><strong>Cancelling certain plans requires scheduling a call</strong>, which is an unnecessary friction point for a self-serve tool.</li><li><strong>Core data enrichment features are reserved for higher-tier plans</strong>, limiting the value of entry-level access.</li><li><strong>Some users have raised concerns about pricing transparency</strong>, so it&apos;s worth reviewing plan details carefully before committing.</li></ul><p><strong>Customer Reviews:</strong></p><ul><li>&quot;exceptional, affordable tool for any sized business looking to increase revenue via direct selling&quot; - Glenn L., <a href="https://www.g2.com/products/uplead/reviews/uplead-review-9876473">verified G2 reviewer</a></li><li>&quot;Intuitive UI with Reliable Leads, Needs Database Expansion&quot; - Gerard A., <a href="https://www.g2.com/products/uplead/reviews/uplead-review-12271908">verified G2 reviewer</a></li></ul><p><strong>Pricing:</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/UpLead-Pricing.png" class="kg-image" alt="Best CRM Data Enrichment Tools: 9 Top Picks for 2026" loading="lazy" width="1600" height="805" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/UpLead-Pricing.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/UpLead-Pricing.png 1000w, https://www.findymail.com/blog/content/images/2026/03/UpLead-Pricing.png 1600w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.uplead.com/">UpLead</a></figcaption></figure><p>UpLead operates on a tiered pricing model, with more advanced CRM enrichment features locked behind higher plans.</p><ul><li><strong><strong><strong>Free Trial: </strong></strong></strong>$0/7 days &#x2013; 5 credits.</li><li><strong><strong><strong>Essentials: </strong></strong></strong>$99/mo &#x2013; 170 credits/mo.</li><li><strong><strong><strong>Plus: </strong></strong></strong>$199/mo &#x2013; 400 credits/mo.</li><li><strong><strong><strong>Professional: </strong></strong></strong>Custom &#x2013; Request a demo for tailored seat counts and credit volumes.</li></ul><h3 id="5-cognism">5. Cognism</h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/Cognism-LP-1.png" class="kg-image" alt="Best CRM Data Enrichment Tools: 9 Top Picks for 2026" loading="lazy" width="2000" height="979" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/Cognism-LP-1.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/Cognism-LP-1.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/Cognism-LP-1.png 1600w, https://www.findymail.com/blog/content/images/2026/03/Cognism-LP-1.png 2102w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.cognism.com/">Cognism</a></figcaption></figure><p><strong>Overview:</strong></p><p><a href="https://www.findymail.com/blog/cognism-alternatives/">Cognism</a> is built for teams where compliance isn&apos;t an afterthought. Designed to meet GDPR, CCPA, and SOC 2 standards, it delivers accurate B2B contact data and intent insights without the legal grey areas that come with less rigorous providers.</p><p>Its phone number coverage stands out in particular, thanks to Diamond Data&#xAE;; a verification process that goes beyond automated checks to ensure the numbers you pull actually reach real people.</p><p><strong>Key Features:</strong></p><ul><li><strong><strong><strong>Diamond Data&#xAE;:</strong> </strong></strong>Cognism&apos;s team physically verifies phone numbers to confirm they&apos;re correct and currently in use. When you pull a Diamond Data&#xAE; contact, you can be confident the number connects.</li><li><strong><strong><strong>Sales Companion:</strong> </strong></strong>A personalised sales assistant that helps reps tailor outreach and connect with decision-makers in the accounts that matter most.</li><li><strong><strong><strong>Data Enrichment:</strong> </strong></strong>Cognism offers three enrichment options (Instant, Scheduled, and On-Demand CSV) to keep your CRM accurate and up to date.</li><li><strong><strong><strong>Intent Data &amp; Buying Signals:</strong> </strong></strong>Signal Data layers buying context onto Diamond contacts, helping you reach the right decision-makers at the right moment.</li><li><strong><strong><strong>AI Data Fusion Engine:</strong> </strong></strong>Cognism&apos;s proprietary engine pulls from news reports, press releases, earnings reports, public registries, and validated third-party vendors to keep data fresh and comprehensive.</li></ul><p><strong>Ratings:</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/Cognism-Ratings.png" class="kg-image" alt="Best CRM Data Enrichment Tools: 9 Top Picks for 2026" loading="lazy" width="1600" height="537" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/Cognism-Ratings.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/Cognism-Ratings.png 1000w, https://www.findymail.com/blog/content/images/2026/03/Cognism-Ratings.png 1600w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.cognism.com/">Cognism</a></figcaption></figure><ul><li><strong><strong><strong>G2: </strong></strong></strong>4.5/5 (1,302)</li><li><strong><strong><strong>Capterra: </strong></strong></strong>4.7/5 (254)</li></ul><p><strong>Pros:</strong></p><ul><li><strong>Strong European coverage</strong>, particularly valuable for teams operating in GDPR-regulated markets.</li><li><strong>Intent signals that help with timing</strong>, not just targeting.</li><li><strong>A complete sales engagement suite</strong> with powerful automation built in.</li><li><strong>GDPR-first approach</strong> means fewer compliance concerns out of the box.</li></ul><p><strong>Cons:</strong></p><ul><li><strong>Enterprise-grade features come with enterprise-level pricing</strong> &#x2014; not the most accessible option for smaller teams.</li><li>The breadth of features means a <strong>more involved setup and a steeper initial learning curve</strong>.</li><li><strong>Credit limits apply</strong>, though they&apos;re more generous than most comparable tools.</li></ul><p><strong>Customer Reviews:</strong></p><ul><li>&quot;Streamlines Prospecting, Needs Regional Data Improvement&quot; - Faris G., <a href="https://www.g2.com/products/cognism/reviews/cognism-review-12436131">verified G2 reviewer</a></li><li>&quot;Old Extension Optimizes Workflow, New Update Needs Improvement&quot; - Usman M., <a href="https://www.g2.com/products/cognism/reviews/cognism-review-12435769">verified G2 reviewer</a></li></ul><p><strong>Pricing:</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="data:image/png;base64,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" class="kg-image" alt="Best CRM Data Enrichment Tools: 9 Top Picks for 2026" loading="lazy"><figcaption>Source: <a href="https://www.cognism.com/">Cognism</a></figcaption></figure><p>Cognism offers two plans, though pricing isn&apos;t publicly listed. You&apos;ll need to connect with their team for a full breakdown.</p><ul><li><strong>Grow:</strong> Request a quote &#x2014; prospecting essentials to identify and engage the right accounts.</li><li><strong>Elevate:</strong> Request a quote &#x2014; everything in Grow, plus Market &amp; Buying Signals and available add-ons.</li></ul><h3 id="6-apolloio">6. Apollo.io</h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/Apollo-LP-2.png" class="kg-image" alt="Best CRM Data Enrichment Tools: 9 Top Picks for 2026" loading="lazy" width="1717" height="843" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/Apollo-LP-2.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/Apollo-LP-2.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/Apollo-LP-2.png 1600w, https://www.findymail.com/blog/content/images/2026/03/Apollo-LP-2.png 1717w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.apollo.io/">Apollo.io</a></figcaption></figure><p><strong>Overview:</strong></p><p><a href="https://www.findymail.com/blog/apolloio-alternatives/">Apollo</a> is best known for its <strong>vast B2B contact database</strong>, but its data health capabilities often fly under the radar. Beyond prospecting, Apollo offers a suite of enrichment tools designed to keep your CRM records fresh and accurate on an ongoing basis.</p><p>Apollo continuously cleans and enriches records with demographic, firmographic, real-time signal, and verified contact data, giving your team the confidence to reach out without second-guessing the accuracy behind it.</p><p>Like Clay, Apollo positions itself as a <strong>one-stop shop for revenue teams</strong>, combining data enrichment with the ability to act on it directly. Data quality can be inconsistent at times according to some users, but for teams that want a single platform to clean their data and run outreach from it, Apollo makes a compelling case.</p><p><strong>Key Features:</strong></p><ul><li><strong>Expansive B2B Database:</strong> 210M+ contacts and 65+ data points, making it a solid foundation for enrichment at scale.</li><li><strong>AI-Powered Lead Scoring:</strong> Score prospects based on fit, behavior, engagement history, and conversion likelihood &#x2014; with the option to define your own scoring rules.</li><li><strong>Job Change &amp; Missing Email Enrichment:</strong> Automatically updates records when contacts change roles or companies, keeping your data fresh without manual intervention.</li><li><strong>Waterfall Enrichment:</strong> Pulls from Apollo&apos;s database and a cascading lineup of third-party sources to surface more complete, actionable contact data.</li><li><strong>Enrichment &amp; CRM Sync:</strong> Flexible enrichment workflows with native integrations across Salesforce, HubSpot, Zoho, and Pipedrive for real-time sync of contacts, tasks, and activity.</li></ul><p><strong>Ratings:</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/Apollo-Ratings-1.png" class="kg-image" alt="Best CRM Data Enrichment Tools: 9 Top Picks for 2026" loading="lazy" width="1735" height="877" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/Apollo-Ratings-1.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/Apollo-Ratings-1.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/Apollo-Ratings-1.png 1600w, https://www.findymail.com/blog/content/images/2026/03/Apollo-Ratings-1.png 1735w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.apollo.io/">Apollo.io</a></figcaption></figure><ul><li><strong><strong><strong>G2: </strong></strong></strong>4.7/5 (9,431)</li><li><strong><strong><strong>Capterra: </strong></strong></strong>4.5/5 (385)</li></ul><p><strong>Pros:</strong></p><ul><li><strong>Can be integrated with Findymail</strong> to add an extra layer of email verification and protection.</li><li><strong>Users consistently praise the size and depth</strong> of the contact database for prospecting at scale.</li><li><strong>Clean interface and intuitive navigation</strong> make building and managing outreach campaigns relatively straightforward.</li></ul><p><strong>Cons:</strong></p><ul><li>Initial setup and onboarding can <strong>feel complex for new users</strong>.</li><li><strong>The free plan is very limited</strong>, making it hard to use meaningfully without upgrading.</li></ul><p><strong>Customer Reviews:</strong></p><ul><li>&quot;Effortless Automation with Intuitive UI&quot; - Fernando Velicia., <a href="https://www.g2.com/products/apollo-io/reviews/apollo-io-review-12433592">verified G2 reviewer</a></li><li>&quot;All-in-One Prospecting to reduce tech sprawl&quot; - &#xA0;Brendan L., <a href="https://www.g2.com/products/apollo-io/reviews/apollo-io-review-12433538">verified G2 reviewer</a></li></ul><p><strong>Pricing:</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/Apollo-Pricing-2.png" class="kg-image" alt="Best CRM Data Enrichment Tools: 9 Top Picks for 2026" loading="lazy" width="1686" height="877" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/Apollo-Pricing-2.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/Apollo-Pricing-2.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/Apollo-Pricing-2.png 1600w, https://www.findymail.com/blog/content/images/2026/03/Apollo-Pricing-2.png 1686w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.apollo.io/">Apollo.io</a></figcaption></figure><p>Apollo offers a range of plans to suit different team sizes, solutions, and use cases.</p><ul><li><strong><strong><strong>Free: </strong></strong></strong>$0/user/mo &#x2013; 75 credits.</li><li><strong>Basic:</strong> $59/user/mo &#x2013; 2,500 credits.</li><li><strong>Professional:</strong> $99/user/mo &#x2013; 4,000 credits.</li><li><strong>Organisation:</strong> $59/user/mo &#x2013; 6,000 credits.</li></ul><h3 id="7-zoominfo">7. ZoomInfo</h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/ZoomInfo-LP-1.png" class="kg-image" alt="Best CRM Data Enrichment Tools: 9 Top Picks for 2026" loading="lazy" width="2000" height="949" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/ZoomInfo-LP-1.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/ZoomInfo-LP-1.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/ZoomInfo-LP-1.png 1600w, https://www.findymail.com/blog/content/images/2026/03/ZoomInfo-LP-1.png 2111w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.zoominfo.com/">ZoomInfo</a></figcaption></figure><p><strong>Overview:</strong></p><p>ZoomInfo is one of the <strong>most established names</strong> in B2B contact data, and for good reason. Its database is vast, its real-time updates keep data fresh, and its advanced search filters make it easier to zero in on the right prospects. For enterprise sales and marketing teams operating at scale, it&apos;s a serious contender.</p><p>CRM integration is seamless, and the API makes it straightforward to automatically pull, qualify, and score leads without manual intervention. The depth of coverage and functionality is hard to match, though that comes with trade-offs worth considering.</p><p><strong>Key Features:</strong></p><ul><li><strong>Enterprise Contact Data:</strong> Extensive global coverage with real-time updates to keep your records accurate.</li><li><strong>Buyer Intent &amp; Technographics:</strong> Advanced targeting signals to identify prospects who are in-market and ready to engage.</li><li><strong>Advanced Segmentation:</strong> Precise filtering capabilities for building highly targeted campaign audiences.</li><li><strong>CRM Sync &amp; Automation:</strong> Deep integrations with enterprise sales stacks for streamlined workflows and automated data management.</li></ul><p><strong>Ratings:</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/ZoomInfo-Ratings.png" class="kg-image" alt="Best CRM Data Enrichment Tools: 9 Top Picks for 2026" loading="lazy" width="2000" height="428" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/ZoomInfo-Ratings.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/ZoomInfo-Ratings.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/ZoomInfo-Ratings.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/03/ZoomInfo-Ratings.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.zoominfo.com/">ZoomInfo</a></figcaption></figure><ul><li><strong><strong><strong>G2: </strong></strong></strong>4.5/5 (9,018)</li><li><strong><strong><strong>Capterra: </strong></strong></strong>4.1/5 (317)</li></ul><p><strong>Pros:</strong></p><ul><li><strong>One of the largest B2B databases available</strong>, with comprehensive global coverage.</li><li><strong>Particularly strong</strong> for sourcing leads in the U.S. market.</li><li><strong>Deep integrations</strong> with enterprise sales and marketing stacks.</li><li>The Chrome extension is <strong>versatile and well-suited</strong> for LinkedIn prospecting and general outbound research.</li></ul><p><strong>Cons:</strong></p><ul><li><strong>High pricing with significant minimum commitments</strong>, likely overkill for smaller teams or those with modest prospecting needs.</li><li><strong>Coverage in EMEA markets is notably weaker</strong> than several competitors, which is worth factoring in if that&apos;s a core territory.</li><li><strong>The terms and conditions are more restrictive than most</strong>: upon termination, all data sourced from ZoomInfo must be deleted from your CRM &#x2014; a requirement that most other providers don&apos;t impose.</li><li><strong>The updated platform UI has received mixed feedback</strong>, with some users finding it less intuitive than the previous version.</li></ul><p><strong>Customer Reviews:</strong></p><ul><li>&quot;User-Friendly Customization with Powerful Tailoring Options&quot; &#x2013; Hunter H., <a href="https://www.g2.com/products/zoominfo-sales/reviews/zoominfo-sales-review-12433188">verified G2 reviewer</a></li><li>&quot;A Well-Organized Way to Build Targeted Prospect Lists and Maintain a Strong Pipeline&quot; &#x2013; Mason V., <a href="https://www.g2.com/products/zoominfo-sales/reviews/zoominfo-sales-review-12433166">verified G2 reviewer</a></li></ul><p><strong>Pricing:</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/ZoomInfo-Pricing-1.png" class="kg-image" alt="Best CRM Data Enrichment Tools: 9 Top Picks for 2026" loading="lazy" width="2000" height="989" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/ZoomInfo-Pricing-1.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/ZoomInfo-Pricing-1.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/ZoomInfo-Pricing-1.png 1600w, https://www.findymail.com/blog/content/images/2026/03/ZoomInfo-Pricing-1.png 2115w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.zoominfo.com/">ZoomInfo</a></figcaption></figure><p>ZoomInfo&apos;s pricing is customized by use case and team size. You&apos;ll need to contact their sales team for a full breakdown.</p><ul><li><strong>Sales:</strong> Contact Sales</li><li><strong>Marketing: </strong>Contact Sales</li><li><strong>Talent:</strong> Contact Sales</li></ul><h3 id="8-lusha">8. Lusha</h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/Lusha-LP-1.png" class="kg-image" alt="Best CRM Data Enrichment Tools: 9 Top Picks for 2026" loading="lazy" width="2000" height="985" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/Lusha-LP-1.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/Lusha-LP-1.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/Lusha-LP-1.png 1600w, https://www.findymail.com/blog/content/images/2026/03/Lusha-LP-1.png 2123w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.lusha.com/">Lusha</a></figcaption></figure><p><strong>Overview:</strong></p><p><a href="https://www.findymail.com/blog/lusha-alternatives/">Lusha</a> is a well-known B2B contact data tool, particularly recognized for its <strong>LinkedIn Chrome extension</strong> that surfaces business emails and phone numbers directly from profiles. It&apos;s a popular choice among small teams for its <strong>simplicity and ease of use</strong>.</p><p>That said, <strong>Lusha has its limitations</strong>. Credit restrictions, pricing transparency concerns, and GDPR compliance questions (particularly for European users) are recurring themes in user feedback and worth factoring into your decision.</p><p><strong>Key Features:</strong></p><ul><li><strong>Buyer Intelligence:</strong> Data and buyer insights designed to help you reach the right prospects at the right time.</li><li><strong>LinkedIn Chrome Extension:</strong> Instant contact discovery directly from LinkedIn profiles.</li><li><strong>Email &amp; Phone Discovery:</strong> Business contact data sourced across multiple providers.</li><li><strong>CRM Integrations:</strong> Native integrations with Salesforce, HubSpot, and Pipedrive.</li><li><strong>API Access:</strong> Custom integration options for teams with more specific workflow needs.</li><li><strong>Global B2B Database:</strong> Broad contact database access across multiple markets.</li></ul><p><strong>Ratings:</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/Lusha-Ratings.png" class="kg-image" alt="Best CRM Data Enrichment Tools: 9 Top Picks for 2026" loading="lazy" width="2000" height="516" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/Lusha-Ratings.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/Lusha-Ratings.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/Lusha-Ratings.png 1600w, https://www.findymail.com/blog/content/images/2026/03/Lusha-Ratings.png 2000w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.lusha.com/">Lusha</a></figcaption></figure><ul><li><strong><strong><strong>G2: </strong></strong></strong>4.3/5 (1,613)</li><li><strong><strong><strong>Capterra:</strong></strong></strong> 4.0/5 (396)</li></ul><p><strong>Pros:</strong></p><ul><li><strong>Reliable for pulling direct phone numbers</strong> from LinkedIn profiles quickly and with reasonable accuracy.</li><li>The email confidence scoring system (which grades how likely an email is to be delivered) <strong>makes it easier to prioritize outreach and focus on the most viable contacts</strong>.</li><li><strong>Clean, straightforward interface</strong> that integrates smoothly with LinkedIn and CRM workflows.</li></ul><p><strong>Cons:</strong></p><ul><li><strong>Credit-based pricing can become a friction point at scale</strong>. Verifying contacts consumes credits, and costs add up quickly as team size grows.</li><li><strong>Data accuracy outside North America is inconsistent</strong>. Users report needing to supplement Lusha with additional tools, particularly for smaller companies or niche roles in non-U.S. markets.</li><li><strong>GDPR compliance is questionable in certain European regions</strong>, which may be a dealbreaker for teams operating in regulated markets.</li><li><strong>The onboarding experience leaves something to be desired</strong> &#x2014; the learning curve is steeper than the interface suggests, and the available tutorials don&apos;t fully bridge the gap.</li></ul><p><strong>Customer Reviews:</strong></p><ul><li>&quot;Solid Data Accuracy, But Pricing Concerns&quot; - Akhil J., <a href="https://www.g2.com/products/lusha/reviews/lusha-review-12360283">verified G2 reviewer</a></li><li>&quot;Intuitive UI with Some Data Quality Hiccups&quot; - RITESH R., <a href="https://www.g2.com/products/lusha/reviews/lusha-review-12341635">verified G2 reviewer</a></li></ul><p><strong>Pricing:</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/Lusha-Pricing-1.png" class="kg-image" alt="Best CRM Data Enrichment Tools: 9 Top Picks for 2026" loading="lazy" width="2000" height="1010" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/Lusha-Pricing-1.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/Lusha-Pricing-1.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/Lusha-Pricing-1.png 1600w, https://www.findymail.com/blog/content/images/2026/03/Lusha-Pricing-1.png 2100w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.lusha.com/">Lusha</a></figcaption></figure><p>Lusha&apos;s plans are flexible, but actual costs vary depending on usage and feature requirements, worth reviewing carefully before committing.</p><ul><li><strong><strong><strong>Free: </strong></strong>$</strong>0 USD/mo &#x2013; 40 credits/mo</li><li><strong><strong><strong>Starter: </strong></strong></strong>$49.90 USD/mo &#x2013; 400 credits/mo</li><li><strong><strong><strong>Pro: </strong></strong></strong>$294.90 USD/mo &#x2013; 1,000credits/mo</li><li><strong><strong><strong>Premium: </strong></strong></strong>$399.90 USD/mo &#x2013; 3,400 credits/mo</li><li><strong><strong><strong>Scale: </strong></strong></strong>Contact sales &#x2013; custom credits/year</li></ul><h2 id="final-thoughts"><strong>Final Thoughts</strong></h2><p>Picking the right CRM enrichment tool comes down to what your team actually needs. Clay and Apollo suit teams that want to prospect, enrich, and run outreach from a single platform. Cognism is the go-to for compliance-first teams, particularly in European markets. UpLead and Lusha are solid options for smaller teams that need straightforward contact data without the complexity. And for teams that want Clay-level enrichment without the technical overhead, Freckle is worth a look.</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>However, if clean, verified CRM data is the foundation you&#x2019;re building on&#x2026;</strong><br><br><a href="https://www.findymail.com/crm-enrichment/">Findymail CRM Datacare</a> is the most focused solution in this list. Backed by a sub-5% bounce rate guarantee, native CRM integration, and enterprise-grade security, it keeps your CRM accurate and current so your team can focus on building relationships and closing deals.<br><br>Every demo also includes the option to run a free CRM health check, giving you a clear picture of any data issues, areas for improvement, and exactly how Findymail CRM Datacare can help address them.</div></div><div class="kg-card kg-button-card kg-align-center"><a href="https://www.findymail.com/schedule-a-demo/" class="kg-btn kg-btn-accent">Book your CRM health check here!</a></div><h2 id="faqs-about-crm-data-enrichment-tools"><strong>FAQs About CRM Data Enrichment Tools</strong></h2><h3 id="what-is-the-best-crm-data-enrichment-tool"><strong>What is the best CRM data enrichment tool?</strong></h3><p>The best tool depends on your team&apos;s size, technical capabilities, and priorities. For verified contact data and automated CRM hygiene, Findymail CRM Datacare is a top choice. For all-in-one prospecting and outreach, Clay and Apollo are worth considering. For compliance-first teams, Cognism leads the pack.</p><h3 id="how-accurate-is-crm-enrichment-data"><strong>How accurate is CRM enrichment data?</strong></h3><p>Accuracy varies significantly between providers. Most tools advertise high match rates, but verification standards differ. Findymail consistently delivers 98%+ verification rates with a bounce rate under 5%, making it one of the more reliable options available.</p><h3 id="is-crm-data-enrichment-gdpr-compliant"><strong>Is CRM data enrichment GDPR compliant?</strong></h3><p>Not all providers are. Compliance depends on how a tool sources, stores, and processes personal data. Cognism is purpose-built with GDPR compliance at its core, while some other providers have faced criticism in this area, particularly for European market coverage. Always review a provider&apos;s data practices and terms before committing, especially if you operate in regulated markets.</p><h3 id="how-often-should-crm-data-be-refreshed"><strong>How often should CRM data be refreshed?</strong></h3><p>As a general rule, CRM data should be reviewed and refreshed at least every 90 days. Contact details, job titles, and company information change frequently &#x2014; studies suggest that B2B data decays at a rate of around 30% per year. Tools like Findymail CRM Datacare solve this by running enrichment continuously in the background, so your data stays current without requiring scheduled manual reviews.</p><h3 id="whats-the-difference-between-enrichment-and-sales-intelligence"><strong>What&apos;s the difference between enrichment and sales intelligence?</strong></h3><p>Data enrichment is the process of filling in and updating existing records with accurate, current information &#x2014; think verified emails, phone numbers, job titles, and firmographic data. Sales intelligence goes a step further, layering in behavioral signals, intent data, and buying triggers to help teams identify not just who to contact, but when and why. Many modern tools combine both, but they serve distinct purposes within a sales workflow.</p>]]></content:encoded></item><item><title><![CDATA[The Hidden Revenue Cost of Bad CRM Data]]></title><description><![CDATA[Bad CRM data costs sales teams up to 25% of annual revenue. Four hidden costs, one fix: always-on CRM infrastructure.]]></description><link>https://www.findymail.com/blog/the-cost-of-bad-crm-data/</link><guid isPermaLink="false">6a1836e92fad8c5379bf7d3a</guid><category><![CDATA[Sales]]></category><dc:creator><![CDATA[Valentin]]></dc:creator><pubDate>Mon, 22 Jun 2026 07:00:00 GMT</pubDate><media:content url="https://www.findymail.com/blog/content/images/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data.png" medium="image"/><content:encoded><![CDATA[<img src="https://www.findymail.com/blog/content/images/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data.png" alt="The Hidden Revenue Cost of Bad CRM Data"><p>If you work in sales, you&#x2019;ve likely heard this story before.</p><p>Rep meets prospect. Prospect shows interest. <a href="https://www.findymail.com/blog/sales-email-sequence/">Rep nurtures for three weeks</a> and sends the best <a href="https://www.findymail.com/blog/shorten-sales-cycle/">closing email</a> to end all closing emails. Rep then checks LinkedIn to find their champion left the week before and their CRM never flagged it. Three weeks of quota time, down the drain.</p><p>Most sales teams treat bad CRM data as background noise. An everpresent issue everyone is aware of but never quite urgent enough to fix permanently. I am here to tell you why that thinking is costing you more than you realise, and what to do about it.</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Did you know Datacare can keep your CRM clean automatically?</strong><br><br><a href="https://www.findymail.com/crm-enrichment/"><strong>Findymail CRM Datacare</strong></a> plugs directly into your CRM to verify emails, track job changes, and fix duplicates, 24/7. No manual runs, no batch jobs. It runs quietly in the background, enriching and cleansing only the data that needs attention. <br><br><strong>Want to see what it could clean in yours?</strong> Talk to one of our CRM data specialists and find out.</div></div><div class="kg-card kg-button-card kg-align-center"><a href="https://www.findymail.com/schedule-a-demo/" class="kg-btn kg-btn-accent">Book your CRM health check here!</a></div><div class="kg-card kg-callout-card kg-callout-card-white"><div class="kg-callout-text"><strong>TL;DR &#x2014; The Hidden Revenue Cost of Bad CRM Data</strong><br><br>Roughly 23% of your CRM data goes bad every year due to job changes, company rebrands, mergers, and email format changes. None of these show up as errors. Records just sit there, silently wrong, costing you in four specific ways.<br><br><strong>The Four Hidden Costs:</strong><br>1. <strong>Wasted rep time:</strong> 27% of selling hours lost to data verification.<br>2. <strong>Phantom pipeline:</strong> 30-40% of reported deals are functionally dead.<br>3. <strong>Damaged sender reputation:</strong> bounce rates above 2% trigger spam filters.<br>4. <strong>Deals lost to job changers:</strong> warm leads missed because the CRM never updated.<br><br><strong>How to Fix It:</strong> Start governance early, assign clear ownership, automate manual inputs, and layer in continuous enrichment so your CRM stays clean without anyone having to manage it.<br><br><strong>Best CRM Data Enrichment Tools (2026):</strong><br>1. Findymail CRM Datacare<br>2. Clay<br>3. ZoomInfo<br>4. Apollo.io<br>5. Cognism<br>6. Clearbit / Breeze Intelligence</div></div><h2 id="why-crm-data-decays-faster-than-you-think"><strong>Why CRM Data Decays Faster Than You Think</strong></h2><p>Before we get to the numbers, it helps to understand the rate of decay. Roughly 2% of your contact records go invalid every single month. That compounds to <a href="https://www.hubspot.com/database-decay">around 23% annually</a> without any active maintenance. By the time you run your next annual clean, a fresh wave of decay is already underway</p><p><strong>The culprits are predictable:</strong> <a href="https://www.findymail.com/blog/job-change-tracking/">job changes</a> are the most damaging, followed by company rebrands, email format changes after acquisitions, mergers, and plain old phone number reassignments. None of these show up as errors in your CRM, your record just sits there waiting for a rep to waste time on it.</p><p>This is why manual cleanup doesn&#x2019;t work. The <a href="https://www.findymail.com/blog/crm-data-cleansing/">interval between cleanups</a> is longer than the interval between records going bad. This way you&#x2019;re always playing catch-up.</p><h3 id="cost-1-wasted-rep-time"><strong>Cost 1: Wasted Rep Time</strong></h3><p>According to Fullcast, <a href="https://www.fullcast.com/content/the-cost-of-bad-crm-data-and-how-to-fix-it/">50% of workers&apos; time</a> is spent finding, correcting, and confirming inaccurate data. For sales reps, that figure sits at around 27% of working hours spent on <a href="https://www.findymail.com/blog/verify-email-addresses-without-sending-email/">data verification</a> rather than selling.</p><p>Think about what that looks like day to day. A rep sends 100 emails. Fifteen bounce. They spend the next hour cross-referencing LinkedIn, hunting down updated contact details, and trying to <a href="https://www.findymail.com/blog/cold-email-sequence/">salvage sequences</a> that should have worked first time. Then they do it again next week. And the week after.</p><p>You&apos;re not paying your reps to do data entry. But that&apos;s exactly what&apos;s happening.</p><h3 id="cost-2-missed-and-phantom-pipeline"><strong>Cost 2: Missed and Phantom Pipeline</strong></h3><p>This one is harder to see, which is what makes it so damaging.</p><p>When contacts go stale and deals stay open, you end up with phantom pipeline: opportunities that look alive in the CRM but are functionally dead. Estimates put the proportion of phantom deals at somewhere between <strong>30 and 40% of reported pipeline</strong> for teams with <a href="https://www.findymail.com/blog/crm-hygiene/">poor data hygiene</a>.</p><p>Beyond the obvious pipeline problems, there are the ICP misses you never see. Accounts that match your ideal customer profile go unworked because missing firmographic fields mean they never surface in your segmentation. You&apos;re also reaching the junior IC who was the original contact while the actual decision-maker changed six months ago and has never heard from you.</p><p>A Validity survey of more than 1,250 companies found that 44% lose more than <a href="https://www.validity.com/resource-center/the-state-of-crm-data-health-in-2022-report/">10% of annual revenue</a> due to poor CRM data quality. Not potential revenue. Actual revenue, gone.</p><h3 id="cost-3-damaged-sender-reputation"><strong>Cost 3: Damaged Sender Reputation</strong></h3><p>Most teams never connect this one back to their CRM until the damage is done.</p><p>Once your bounce rate crosses 5%, spam filters start treating your domain as a liability. From that point, even emails going to valid contacts land in spam, and unlike a bounce, a spam placement produces no signal. No error, no notification. Your rep hears silence, assumes disinterest, and moves on. The lead never saw it.</p><p>Recovering a damaged domain takes weeks of reduced volume and re-warming. That&apos;s real pipeline loss, and it traces directly back to unverified contacts sitting in your CRM unchecked. </p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Worried about your bounce rate?</strong><br><br><strong><a href="https://www.findymail.com/crm-enrichment/">Datacare&apos;s</a> </strong>sub-5% bounce rate guarantee keeps your sending domain clean and your emails landing where they should. <br><br>Book a free CRM health check and we&apos;ll show you exactly how many unverified contacts are putting your deliverability at risk.</div></div><div class="kg-card kg-button-card kg-align-center"><a href="https://www.findymail.com/schedule-a-demo/" class="kg-btn kg-btn-accent">Book your CRM health check here!</a></div><h3 id="cost-4-deals-lost-to-contacts-who-changed-jobs"><strong>Cost 4: Deals Lost to Contacts Who Changed Jobs</strong></h3><p>The highest-value cost on this list, and the hardest to spot.</p><p>When a champion leaves a company, they take their vendor preferences with them. They know your product, they&apos;ve already been sold, and they&apos;re effectively a warm lead the moment they land somewhere new. New executives typically <a href="https://www.findymail.com/blog/signal-based-selling-2026-the-new-playbook-for-b2b-outreach/">evaluate vendors in their first 90 days</a>, so if your CRM doesn&apos;t surface that move, a competitor with better data wins that window while you&apos;re still emailing someone who left.</p><p>The double loss is what stings. You lose the potential expansion at the old company because the new decision-maker has never heard of you, and you lose the net-new deal at the new company because you didn&apos;t know to reach out to. Two deals gone, neither showing up as a loss anywhere in your pipeline. </p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Never miss a champion move again!</strong><br><br><strong><a href="https://www.findymail.com/crm-enrichment/">Datacare tracks job changes</a></strong> across your entire CRM in real time. The moment a contact moves, your team knows about it. <br><br>Book a free CRM health check and find out how many warm leads are sitting in your database right now, undetected.</div></div><div class="kg-card kg-button-card kg-align-center"><a href="https://www.findymail.com/schedule-a-demo/" class="kg-btn kg-btn-accent">Book your CRM health check here!</a></div><h2 id="why-one-off-enrichment-runs-dont-fix-this"><strong>Why One-Off Enrichment Runs Don&apos;t Fix This</strong></h2><p>The natural instinct is to schedule an enrichment project. Bulk refresh the CRM, fill the gaps, set a reminder for six months&apos; time.</p><p>It&apos;s bailing water without checking for the hole.</p><p>The moment your enrichment run completes, decay starts again. New contacts come in from forms, events, and list tools, many unverified. Job changes happen daily. And the months between cleanups are a long window in which reps are working from data they believe is accurate but isn&apos;t.</p><p>When reps hit enough bounces and stale contacts, they stop trusting the CRM. When they stop trusting it, they stop logging activity properly. Now the problem compounds from both ends.</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Stop scheduling cleanups, start running infrastructure!</strong><br><br>A one-off enrichment run fixes today&apos;s problem. <strong><a href="https://www.findymail.com/crm-enrichment/">Datacare prevents tomorrow&apos;s</a></strong>. Book a free CRM health check and see what continuous enrichment looks like running inside your CRM, no batch jobs, no manual triggers, no catching up.</div></div><div class="kg-card kg-button-card kg-align-center"><a href="https://www.findymail.com/schedule-a-demo/" class="kg-btn kg-btn-accent">Book your CRM health check here!</a></div><h2 id="how-to-fix-bad-crm-data-governance-ownership-and-automation"><strong>How to Fix Bad CRM Data: Governance, Ownership, and Automation</strong></h2><p>If you&apos;re building from scratch or trying to get ahead of a growing problem, here&apos;s what actually works.</p><h3 id="1-start-data-governance-before-you-think-you-need-it"><strong>1. Start Data Governance Before You Think You Need It</strong></h3><p>The longer you wait, the more expensive it gets. Bad data compounds, and without a governance foundation your historical data becomes less reliable, your systems become harder to scale, and the cleanup project that felt manageable at 5,000 records becomes a six-month initiative at 50,000.</p><p>You don&apos;t need a complex framework to start. An agreed naming convention for key fields, a documented source of truth for each record type, and a defined owner for each data category will get you further than most teams ever get. The teams I see scale cleanly treated data governance as infrastructure investment early on, not something they retrofitted after the CRM became a problem.</p><h3 id="2-assign-clear-ownership-across-teams"><strong>2. Assign Clear Ownership Across Teams</strong></h3><p>Ambiguous ownership is how CRMs rot. If everyone&apos;s responsible for data quality, no one is.</p><p>Define which team owns each data type: Marketing owns lead source and initial contact data, Sales owns deal-stage fields and activity logging, RevOps owns overall system integrity and fill-rate monitoring. Document it and hold the right people accountable to the right numbers.</p><p>The KPIs that matter most are fill rate on required fields, bounce rate on outbound sends, and duplicate record count. Put them somewhere visible. Numbers that live in dashboards nobody checks don&apos;t drive behaviour.</p><h3 id="3-build-reporting-that-earns-trust"><strong>3. Build Reporting That Earns Trust</strong></h3><p>Before adding a new required field or building a new dashboard, <strong>ask two questions:</strong> who is this for, and what should they do differently once they see it?</p><p>Data captured without a clear audience becomes noise, and noise is corrosive. When reps spend time filling in fields that never seem to inform anything, they stop believing the CRM serves them. Once that trust breaks, adoption falls and data quality follows. <strong>Transparency is the fix:</strong> when a rep understands what a lead score means and what drives it, they&apos;ll use it.</p><h3 id="4-monitor-data-quality-as-an-ongoing-process"><strong>4. Monitor Data Quality as an Ongoing Process</strong></h3><p>Governance isn&apos;t a one-time project. <strong>Build dashboards that surface gaps in real time:</strong> deals with no associated contacts, records with no activity in 90 days, contacts missing key fields. Make them visible to the people who can fix the problems.</p><p>For automated workflows, set up exception alerts. If an enrichment process fails, a workflow breaks, or fill rates on a critical field drop unexpectedly, you want to know before it becomes a systemic issue. A live dashboard showing incomplete records does more to drive behaviour than a quarterly audit ever will.</p><h3 id="5-make-data-legible-to-the-people-using-it"><strong>5. Make Data Legible to the People Using It</strong></h3><p>Clean data only has value if the people using it understand what it means and what to do with it. A lead score nobody understands is a field nobody trusts. An enrichment tag that&apos;s never explained is a field that gets ignored.</p><p><strong>Provide context alongside your data:</strong> what does this score reflect, what triggered this label, what should the rep do next. The more your team understands the system, the more they&apos;ll contribute to it accurately. Better inputs produce better outputs, which produce more trust, which produces better inputs.</p><h3 id="6-automate-to-remove-human-error-then-layer-in-continuous-enrichment"><strong>6. Automate to Remove Human Error, Then Layer in Continuous Enrichment</strong></h3><p>Manual data entry is the single <strong>biggest source of inconsistency in any CRM:</strong> misspelled domains, wrong job titles, missing associations, contact details added at import and never touched again. Remove as many manual inputs as possible. Automate deal stage progression, lead source tagging, lifecycle assignments, and duplicate flagging on record creation.</p><p>But <a href="https://www.findymail.com/blog/sales-enablement-tools/">automation removes human error</a>. It doesn&apos;t remove time-based decay. A contact enriched correctly today will be wrong in some percentage of cases by next quarter, because the world keeps moving regardless of your CRM&apos;s update schedule. The right approach combines workflow automation to prevent errors at entry, with continuous enrichment to catch the changes that happen after.</p><p>The tools below address different parts of this problem. Only one of them does both, continuously, without any manual input required.</p><h2 id="the-best-crm-data-enrichment-tools-in-2026"><strong>The Best CRM Data Enrichment Tools in 2026</strong></h2><p>Not all enrichment tools are built for the same problem. Some prioritise database depth, others flexibility, compliance, or price. Here&apos;s an honest breakdown of what&apos;s available and what each one is actually built for.</p><!--kg-card-begin: html--><table style="border:none;border-collapse:collapse;table-layout:fixed;width:468pt"><colgroup><col><col><col><col></colgroup><tbody><tr style="height:0pt"><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:&apos;Red Hat Text&apos;,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Tool</span></p></td><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:&apos;Red Hat Text&apos;,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Starting Price</span></p></td><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:&apos;Red Hat Text&apos;,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Key Advantage</span></p></td><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:&apos;Red Hat Text&apos;,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Rating</span></p></td></tr><tr style="height:0pt"><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:&apos;Red Hat Text&apos;,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Findymail Datacare</span></p></td><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:&apos;Red Hat Text&apos;,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Contact Sales</span></p></td><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:&apos;Red Hat Text&apos;,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Always-on enrichment + real-time job change tracking</span></p></td><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:&apos;Red Hat Text&apos;,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">&#x2B50;&#x2B50;&#x2B50;&#x2B50;&#x2B50;</span></p></td></tr><tr style="height:0pt"><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:&apos;Red Hat Text&apos;,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Clay</span></p></td><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:&apos;Red Hat Text&apos;,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">$149/mo</span></p></td><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:&apos;Red Hat Text&apos;,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Waterfall enrichment + advanced workflow logic</span></p></td><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:&apos;Red Hat Text&apos;,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">&#x2B50;&#x2B50;&#x2B50;&#x2B50;&#x2B50;</span></p></td></tr><tr style="height:0pt"><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:&apos;Red Hat Text&apos;,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">ZoomInfo</span></p></td><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:&apos;Red Hat Text&apos;,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Custom</span></p></td><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:&apos;Red Hat Text&apos;,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Enterprise database depth + buying intent data</span></p></td><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:&apos;Red Hat Text&apos;,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">&#x2B50;&#x2B50;&#x2B50;&#x2B50;</span></p></td></tr><tr style="height:0pt"><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:&apos;Red Hat Text&apos;,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Apollo.io</span></p></td><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:&apos;Red Hat Text&apos;,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">$59/mo</span></p></td><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:&apos;Red Hat Text&apos;,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Massive contact database + built-in outreach tools</span></p></td><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:&apos;Red Hat Text&apos;,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">&#x2B50;&#x2B50;&#x2B50;&#x2B50;</span></p></td></tr><tr style="height:0pt"><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:&apos;Red Hat Text&apos;,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Cognism</span></p></td><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:&apos;Red Hat Text&apos;,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Custom</span></p></td><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:&apos;Red Hat Text&apos;,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">EMEA data + verified mobile numbers</span></p></td><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:&apos;Red Hat Text&apos;,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">&#x2B50;&#x2B50;&#x2B50;&#x2B50;</span></p></td></tr><tr style="height:0pt"><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:&apos;Red Hat Text&apos;,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Clearbit / Breeze Intelligence</span></p></td><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:&apos;Red Hat Text&apos;,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Custom</span></p></td><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:&apos;Red Hat Text&apos;,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">HubSpot ecosystem + firmographic data</span></p></td><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:&apos;Red Hat Text&apos;,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">&#x2B50;&#x2B50;&#x2B50;&#x2B50;</span></p></td></tr></tbody></table><!--kg-card-end: html--><h3 id="1-findymail-datacare-%E2%80%94-the-crm-infrastructure-you-need-not-the-enrichment-plugin-you-want"><strong>1. Findymail Datacare &#x2014; The CRM Infrastructure You Need, Not the Enrichment Plugin You Want</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Datacare-LP.png" class="kg-image" alt="The Hidden Revenue Cost of Bad CRM Data" loading="lazy" width="2000" height="987" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Datacare-LP.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Datacare-LP.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Datacare-LP.png 1600w, https://www.findymail.com/blog/content/images/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Datacare-LP.png 2173w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.findymail.com/crm-enrichment/">Findymail CRM Datacare</a></figcaption></figure><p>There&apos;s a difference between a tool you add to your stack and infrastructure that holds your stack together. Most enrichment tools are the former. You trigger them, schedule them, remember to run them. <a href="https://www.findymail.com/crm-enrichment/">Datacare is the latter</a>.</p><p>Every new record is enriched the moment it lands in your CRM. Job changes are detected and updated automatically, so your rep gets a warm reason to reach out rather than a bounce notification three weeks later. Duplicates are caught and merged before they cause problems. Nothing requires a manual trigger, a batch job, or anyone remembering to do anything.</p><p>It runs quietly underneath everything else. You don&apos;t manage it. You just benefit from it.</p><p><strong>Key Features:</strong></p><ul><li><strong>Auto-Enrichment:</strong> Automatically populates new and existing CRM records with accurate, up-to-date contact and company data.</li><li><strong>Job Change Tracker:</strong> Get notified the moment a prospect or customer switches companies, so you can reach out while the timing is still right.</li><li><strong>Verified Contact Data:</strong> Removes invalid emails and replaces them with fresh, verified contact info, backed by a bounce rate under 5%.</li><li><strong>Data Cleansing and Deduplication:</strong> Continuously updates outdated records, merges duplicates, and keeps your CRM aligned in real time.</li><li><strong>Native CRM Integration:</strong> Works directly inside all major CRMs with no overlays. Datacare runs quietly in the background.</li><li><strong>Built-in Safety Controls:</strong> Preview changes before they&apos;re applied, fill only empty fields by default, roll back any update at any time, and choose exactly which CRM segments to enrich.</li></ul><p><strong>Ratings:</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Datacare-Ratings.png" class="kg-image" alt="The Hidden Revenue Cost of Bad CRM Data" loading="lazy" width="1758" height="693" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Datacare-Ratings.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Datacare-Ratings.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Datacare-Ratings.png 1600w, https://www.findymail.com/blog/content/images/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Datacare-Ratings.png 1758w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.findymail.com/crm-enrichment/">Findymail CRM Datacare</a></figcaption></figure><ul><li><strong>G2:</strong> 4.9/5 (57)</li><li><strong>Capterra:</strong> 4.9/5 (7)</li></ul><p><strong>Pros:</strong></p><ul><li><strong>Always-on enrichment</strong> keeps your database continuously clean without lifting a finger.</li><li><strong>Verified contact data</strong> with a guaranteed bounce rate of 5% or less.</li><li><strong>Real-time job change tracking</strong> so you can act on warm leads the moment they move.</li><li><strong>Native integrations</strong> with all major CRMs &#x2014; clean data, zero manual work.</li></ul><p><strong>Cons:</strong></p><ul><li><strong>Prioritises accuracy and automation</strong> <strong>over highly custom enrichment workflows</strong>, so if you want to get experimental with your data logic, you may hit some limits.</li></ul><p><strong>Pricing:</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Datacare-Pricing.png" class="kg-image" alt="The Hidden Revenue Cost of Bad CRM Data" loading="lazy" width="2000" height="961" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Datacare-Pricing.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Datacare-Pricing.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Datacare-Pricing.png 1600w, https://www.findymail.com/blog/content/images/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Datacare-Pricing.png 2048w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.findymail.com/crm-enrichment/">Findymail CRM Datacare</a></figcaption></figure><p><strong>Datacare is priced by database size</strong>, not per enriched record, so no hidden fees and no running out of credits mid-quarter. Plans start at:</p><ul><li><strong>500$/month, billed annually:</strong> Enrichment + Job Tracking.</li><li><strong>Every demo</strong> comes with a free CRM health check.</li></ul><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Ready for an always-clean CRM?</strong><br><br>Book a <strong>free CRM health check</strong> with one of our data specialists. We&apos;ll securely connect Datacare to your CRM, show you exactly what&apos;s broken, and give you a live preview of what it looks like when it&apos;s fixed. No data touched, no strings attached.</div></div><div class="kg-card kg-button-card kg-align-center"><a href="https://www.findymail.com/schedule-a-demo/" class="kg-btn kg-btn-accent">Book your CRM health check here!</a></div><h3 id="2-clay-%E2%80%94-best-for-custom-enrichment-workflows-and-multi-source-data"><strong>2. Clay &#x2014; Best for Custom Enrichment Workflows and Multi-Source Data</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Clay-LP--1-.png" class="kg-image" alt="The Hidden Revenue Cost of Bad CRM Data" loading="lazy" width="2000" height="984" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Clay-LP--1-.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Clay-LP--1-.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Clay-LP--1-.png 1600w, https://www.findymail.com/blog/content/images/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Clay-LP--1-.png 2099w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.clay.com/">Clay</a></figcaption></figure><p><a href="https://www.clay.com/">Clay</a> is what happens when a spreadsheet, an <a href="https://www.findymail.com/blog/clay-data-enrichment/">enrichment engine</a>, and an outreach tool have a very ambitious baby. It&apos;s built for teams that want to define exactly how their data gets sourced, from which providers, in what order, and under what conditions (<a href="https://www.findymail.com/blog/waterfall-enrichment/">waterfall enrichment</a>).</p><p><strong>The honest caveat:</strong> Clay rewards the people who invest time in it. If you want something running on day one without configuration, this isn&apos;t it.</p><p><strong>Key Features:</strong></p><ul><li><strong>Waterfall Enrichment:</strong> Sequences through 150+ data providers to fill every field possible.</li><li><strong>Claygent (AI Research Assistant):</strong> Finds company and contact data from across the web, reading sites and surfacing signals traditional databases miss.</li><li><strong>Custom Workflow Logic:</strong> Define the exact order and conditions behind every enrichment step.</li><li><strong>CRM and Workflow Integrations:</strong> Syncs with HubSpot, Salesforce, Zapier, and more.</li></ul><p><strong>Ratings:</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Clay-Ratings.png" class="kg-image" alt="The Hidden Revenue Cost of Bad CRM Data" loading="lazy" width="1671" height="449" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Clay-Ratings.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Clay-Ratings.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Clay-Ratings.png 1600w, https://www.findymail.com/blog/content/images/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Clay-Ratings.png 1671w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.clay.com/">Clay</a></figcaption></figure><ul><li><strong>G2:</strong> 4.7/5 (218)</li><li><strong>Capterra:</strong> N/A</li></ul><p><strong>Pros:</strong></p><ul><li><strong>Unmatched flexibility</strong> for teams who want complete control over enrichment logic.</li><li><strong>150+ data sources</strong> means you can build waterfalls that cover almost any gap.</li><li>AI agent capability goes <strong>beyond what traditional databases can surface</strong>.</li></ul><p><strong>Cons:</strong></p><ul><li><strong>Steep learning curve</strong>, genuinely not beginner-friendly.</li><li><strong>Credit-based pricing</strong> gets expensive fast at high volumes.</li><li><strong>Requires ongoing maintenance</strong>; there&apos;s no set-and-forget here.</li></ul><p><strong>Pricing:</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Clay-Pricing.png" class="kg-image" alt="The Hidden Revenue Cost of Bad CRM Data" loading="lazy" width="2000" height="1009" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Clay-Pricing.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Clay-Pricing.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Clay-Pricing.png 1600w, https://www.findymail.com/blog/content/images/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Clay-Pricing.png 2126w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.clay.com/">Clay</a></figcaption></figure><ul><li><strong>Free:</strong> $0/mo &#x2192; 500 actions/mo + 100 data credits/mo</li><li><strong>Launch:</strong> $185/mo &#x2192; 15,000 actions/mo + 2,500 data credits/mo</li><li><strong>Growth:</strong> $495/mo &#x2192; 40,000 actions/mo + 6,000 data credits/mo</li><li><strong>Enterprise:</strong> Custom pricing &#x2192; Custom actions/mo + Custom data credits/mo</li></ul><h3 id="3-zoominfo-%E2%80%94-best-for-enterprise-depth"><strong>3. ZoomInfo &#x2014; Best for Enterprise Depth</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-ZoomInfo-LP.png" class="kg-image" alt="The Hidden Revenue Cost of Bad CRM Data" loading="lazy" width="2000" height="972" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-ZoomInfo-LP.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-ZoomInfo-LP.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-ZoomInfo-LP.png 1600w, https://www.findymail.com/blog/content/images/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-ZoomInfo-LP.png 2048w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.zoominfo.com/">ZoomInfo</a></figcaption></figure><p><strong>Overview:</strong></p><p>If database size is your primary concern, <a href="https://www.zoominfo.com/">ZoomInfo</a> is hard to argue with. 320+ million contacts, deep firmographic and technographic coverage, and <a href="https://www.findymail.com/blog/what-are-buying-signals/">buying intent signals</a> that tell you which accounts are actively researching solutions before your competitors do.</p><p>The reality check is the price tag and the operational weight that comes with it. Enrichment runs through manual export and import workflows rather than anything continuous, and enterprise data comes with an enterprise price tag making smaller teams feel every penny of that tradeoff.</p><p><strong>Key Features:</strong></p><ul><li><strong>320M+ Contact Database:</strong> One of the largest B2B databases available, with strong global coverage.</li><li><strong>Buying Intent Data:</strong> Identify accounts actively researching solutions before competitors do.</li><li><strong>Firmographic and Technographic Data:</strong> Rich company-level intelligence for ABM and enterprise outbound.</li><li><strong>Database Health Reporting:</strong> Monitor enrichment coverage and data quality through built-in dashboards.</li></ul><p><strong>Ratings:</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-ZoomInfo-Ratings.png" class="kg-image" alt="The Hidden Revenue Cost of Bad CRM Data" loading="lazy" width="2000" height="886" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-ZoomInfo-Ratings.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-ZoomInfo-Ratings.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-ZoomInfo-Ratings.png 1600w, https://www.findymail.com/blog/content/images/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-ZoomInfo-Ratings.png 2048w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.zoominfo.com/">ZoomInfo</a></figcaption></figure><ul><li><strong>G2:</strong> 4.5/5 (9,092)</li><li><strong>Capterra:</strong> 4.1/5 (319)</li></ul><p><strong>Pros:</strong></p><ul><li><strong>Unrivalled database depth</strong> for enterprise-scale prospecting.</li><li>Intent data gives teams a <strong>genuine timing advantage in competitive deals</strong>.</li><li><strong>Strong firmographic and technographic</strong> coverage for ABM strategies.</li></ul><p><strong>Cons:</strong></p><ul><li>Enterprise pricing makes it <strong>inaccessible for most SMB teams</strong>.</li><li><strong>Enrichment requires manual workflows</strong> rather than continuous sync.</li><li><strong>Overkill for teams</strong> not running complex account-based programmes.</li></ul><p><strong>Pricing:</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-ZoomInfo-Pricing.png" class="kg-image" alt="The Hidden Revenue Cost of Bad CRM Data" loading="lazy" width="2000" height="995" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-ZoomInfo-Pricing.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-ZoomInfo-Pricing.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-ZoomInfo-Pricing.png 1600w, https://www.findymail.com/blog/content/images/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-ZoomInfo-Pricing.png 2048w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.zoominfo.com/">ZoomInfo</a></figcaption></figure><ul><li>ZoomInfo pricing is custom and requires a sales conversation. Plans scale based on data volume, team size, and use case.</li></ul><h3 id="4-apolloio-%E2%80%94-best-budget-all-in-one-option"><strong>4. Apollo.io &#x2014; Best Budget All-in-One Option</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Apollo-LP.png" class="kg-image" alt="The Hidden Revenue Cost of Bad CRM Data" loading="lazy" width="2000" height="991" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Apollo-LP.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Apollo-LP.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Apollo-LP.png 1600w, https://www.findymail.com/blog/content/images/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Apollo-LP.png 2048w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.apollo.io/">Apollo.io</a></figcaption></figure><p><strong>Overview:</strong></p><p><a href="https://www.apollo.io/">Apollo</a> is where most outbound teams start, and for good reason. A 275+ million contact database, built-in email sequencing, and a price point that doesn&apos;t require a board approval. For early-stage teams that need to prospect and reach out without juggling five different tools, it gets the job done.</p><p>Where it shows its limits is data precision. Bounce rates can creep above 5% at scale, which is fine if you&apos;re <a href="https://www.findymail.com/blog/best-email-verifier-tools/">layering additional verification</a> on top but a deliverability problem waiting to happen if you aren&apos;t. Think of Apollo as a strong top-of-funnel engine rather than a source of CRM truth. Use it to find and engage prospects, but validate before anything becomes a permanent record.</p><p><strong>Key Features:</strong></p><ul><li><strong>275M+ Contact Database:</strong> Large-scale prospecting with broad global coverage.</li><li><strong>Built-In Email Sequencing:</strong> Outreach and enrichment in a single platform.</li><li><strong>CRM Sync:</strong> Automatically enriches and refreshes records to reduce stale data.</li><li><strong>Buying Signals:</strong> Funding events, job postings, and technographics for better segmentation.</li></ul><p><strong>Ratings:</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Apollo-Ratings.png" class="kg-image" alt="The Hidden Revenue Cost of Bad CRM Data" loading="lazy" width="1735" height="877" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Apollo-Ratings.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Apollo-Ratings.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Apollo-Ratings.png 1600w, https://www.findymail.com/blog/content/images/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Apollo-Ratings.png 1735w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.apollo.io/">Apollo.io</a></figcaption></figure><ul><li><strong>G2:</strong> 4.7/5 (9,649)</li><li><strong>Capterra:</strong> 4.5/5 (393)</li></ul><p><strong>Pros:</strong></p><ul><li><strong>Accessible entry pricing</strong> for smaller teams or early-stage outbound programmes.</li><li><strong>Prospecting and sequencing in one place </strong>reduces tool sprawl.</li><li><strong>Large database</strong> means broad coverage for most markets.</li></ul><p><strong>Cons:</strong></p><ul><li><strong>Data accuracy drops at scale</strong>; bounce rates can exceed 5% without additional verification.</li><li>Advanced enrichment features <strong>locked behind higher-tier plans</strong>.</li><li><strong>Not a set-and-forget enrichment</strong> <strong>solution </strong>for existing CRM records.</li></ul><p><strong>Pricing:</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Apollo-Pricing.png" class="kg-image" alt="The Hidden Revenue Cost of Bad CRM Data" loading="lazy" width="2000" height="1011" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Apollo-Pricing.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Apollo-Pricing.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Apollo-Pricing.png 1600w, https://www.findymail.com/blog/content/images/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Apollo-Pricing.png 2048w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.apollo.io/">Apollo.io</a></figcaption></figure><ul><li><strong>Free: </strong> $0/user/mo &#x2192; 75 credits/mo.</li><li><strong>Basic:</strong> $59/user/mo &#x2192; 2,500 credits/mo.</li><li><strong>Professional:</strong> $99/user/mo &#x2192; 4,000 credits/mo.</li><li><strong>Organization:</strong> $149/user/mo &#x2192; 6,000 credits/mo.</li></ul><h3 id="5-cognism-%E2%80%94-best-for-gdpr-compliant-european-data"><strong>5. Cognism &#x2014; Best for GDPR-Compliant European Data</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img 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" class="kg-image" alt="The Hidden Revenue Cost of Bad CRM Data" loading="lazy"><figcaption>Source: <a href="https://www.cognism.com/">Cognism</a></figcaption></figure><p><strong>Overview:</strong></p><p>For most data providers, compliance is a checkbox. For <a href="https://www.cognism.com/">Cognism</a>, it&apos;s the product. Built to meet GDPR, CCPA, and SOC 2 standards from the ground up, it&apos;s the tool teams reach for when selling into European markets where the legal stakes of bad data go beyond a wasted email.</p><p><strong>The tradeoff is focus</strong>. If your market is primarily North American and your outbound is email-led, you&apos;re paying a premium for strengths you won&apos;t fully use.</p><p><strong>Key Features:</strong></p><ul><li><strong>Diamond Data&#xAE;:</strong> Physically verified phone numbers that actually connect.</li><li><strong>GDPR-First Data Collection:</strong> Built for European compliance from the ground up.</li><li><strong>Intent and Buying Signals:</strong> Identify accounts showing active research behaviour.</li><li><strong>Three Enrichment Options:</strong> Instant, Scheduled, and On-Demand CSV to fit different workflows.</li></ul><p><strong>Ratings:</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Cognism-Ratings-1.png" class="kg-image" alt="The Hidden Revenue Cost of Bad CRM Data" loading="lazy" width="2000" height="1014" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Cognism-Ratings-1.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Cognism-Ratings-1.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Cognism-Ratings-1.png 1600w, https://www.findymail.com/blog/content/images/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Cognism-Ratings-1.png 2048w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.cognism.com/">Cognism</a></figcaption></figure><ul><li><strong>G2:</strong> 4.5/5 (1,327)</li><li><strong>Capterra:</strong> 4.7/5 (256)</li></ul><p><strong>Pros:</strong></p><ul><li><strong>Best-in-class mobile number coverage</strong> for EMEA outbound.</li><li><strong>GDPR compliance</strong> built in from the ground up.</li><li>Intent signals that <strong>help with</strong> <strong>timing, not just targeting</strong>.</li></ul><p><strong>Cons:</strong></p><ul><li><strong>Premium pricing that&apos;s hard to justify</strong> outside phone-first EMEA outbound.</li><li><strong>Enrichment isn&apos;t continuous</strong>; records still decay between refresh cycles.</li><li><strong>Steeper onboarding </strong>for teams<strong> </strong>not already running structured outbound processes.</li></ul><p><strong>Pricing:</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Cognism-Pricing.png" class="kg-image" alt="The Hidden Revenue Cost of Bad CRM Data" loading="lazy" width="2000" height="994" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Cognism-Pricing.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Cognism-Pricing.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Cognism-Pricing.png 1600w, https://www.findymail.com/blog/content/images/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Cognism-Pricing.png 2048w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.cognism.com/">Cognism</a></figcaption></figure><p>Cognism uses custom pricing based on data volume, regions, and use case.</p><ul><li><strong>Talk to sales</strong> to learn more.</li></ul><h3 id="6-clearbit-breeze-intelligence-%E2%80%94-best-for-hubspot-native-teams"><strong>6. Clearbit (Breeze Intelligence) &#x2014; Best for HubSpot-native teams</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Breeze-Intelligence.png" class="kg-image" alt="The Hidden Revenue Cost of Bad CRM Data" loading="lazy" width="2000" height="994" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Breeze-Intelligence.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Breeze-Intelligence.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Breeze-Intelligence.png 1600w, https://www.findymail.com/blog/content/images/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Breeze-Intelligence.png 2162w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.hubspot.com/products/artificial-intelligence">Breeze Intelligence</a></figcaption></figure><p><strong>Overview:</strong></p><p><a href="https://www.hubspot.com/products/artificial-intelligence">Breeze Intelligence</a> is what <a href="https://www.findymail.com/blog/clearbit-alternatives/">Clearbit</a> became after HubSpot acquired it, and the acquisition makes the use case obvious. If your team lives in HubSpot, this is the path of least resistance. No integration to maintain, no sync issues, no separate tool to log into. Firmographic data, buyer intent signals, and company-level context surface directly inside the CRM your reps are already using.</p><p>The limitation is just as clear. <a href="https://www.findymail.com/blog/hubspot-data-enrichment/">Breeze is an enrichment layer for HubSpot</a>, not a data hygiene engine. It doesn&apos;t run continuously, records still decay between refresh cycles, and outside of the HubSpot ecosystem it loses most of its appeal. If you&apos;re on Salesforce, Pipedrive, or anything else, the other options on this list will serve you better.</p><p><strong>Key Features:</strong></p><ul><li><strong>Native HubSpot Integration:</strong> Lives entirely inside HubSpot, no setup friction, no sync issues.</li><li><strong>Firmographic Enrichment:</strong> Company size, industry, revenue range, funding data, and tech stack.</li><li><strong>Buyer Intent and Website Reveal:</strong> Identifies anonymous visitors and surfaces intent signals directly in HubSpot.</li><li><strong>Prospecting Assistance:</strong> AI-powered research and outreach tools tied to enriched CRM data.</li></ul><p><strong>Ratings:</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Breeze-Intelligence-Ratings.png" class="kg-image" alt="The Hidden Revenue Cost of Bad CRM Data" loading="lazy" width="1596" height="572" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Breeze-Intelligence-Ratings.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Breeze-Intelligence-Ratings.png 1000w, https://www.findymail.com/blog/content/images/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Breeze-Intelligence-Ratings.png 1596w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.hubspot.com/products/artificial-intelligence">Breeze Intelligence</a></figcaption></figure><ul><li><strong>G2:</strong> 4.4/5 (35,547)</li><li><strong>Capterra:</strong> 4.5/5 (4,458)</li></ul><p><strong>Pros:</strong></p><ul><li><strong>Zero integration friction</strong> for HubSpot teams; it just works.</li><li><strong>Strong firmographic and intent data</strong> for company-level enrichment.</li><li><strong>No additional tools</strong> to manage or maintain.</li></ul><p><strong>Cons:</strong></p><ul><li><strong>Enrichment isn&apos;t continuous</strong>; records still decay between refresh cycles.</li><li><strong>Limited value</strong> for teams not on HubSpot.</li><li><strong>Not a full data hygiene solution</strong> on its own.</li></ul><p><strong>Pricing:</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Breeze-Intelligence-Pricing.png" class="kg-image" alt="The Hidden Revenue Cost of Bad CRM Data" loading="lazy" width="2000" height="1010" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Breeze-Intelligence-Pricing.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Breeze-Intelligence-Pricing.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Breeze-Intelligence-Pricing.png 1600w, https://www.findymail.com/blog/content/images/2026/05/The-Hidden-Revenue-Cost-of-Bad-CRM-Data_-Breeze-Intelligence-Pricing.png 2137w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.hubspot.com/products/artificial-intelligence">Breeze Intelligence</a></figcaption></figure><ul><li><strong>Free: </strong>$0/user/mo.</li><li><strong>Starter:</strong> $10/user/mo &#x2192; 500 HubSpot Credits.</li><li><strong>Professional:</strong> $1,450/user/mo &#x2192; 5,000 HubSpot Credits.</li><li><strong>Enterprise:</strong> $4,700/user/mo &#x2192; 10,000 HubSpot Credits.</li></ul><h2 id="final-thoughts"><strong>Final Thoughts</strong></h2><p>Bad CRM data doesn&apos;t happen to disorganised companies. It happens to every team that grows faster than their data quality processes, which is most of them.</p><p>The four costs covered here share a common root cause. Not a bad import, not a lazy rep, not a one-off list purchase. The root cause is treating CRM data as something you periodically fix rather than something that needs to stay continuously clean.</p><p>The answer isn&apos;t another quarterly cleanup project. It&apos;s treating your data layer the same way you treat the rest of your stack: something that runs properly underneath everything, without needing to be managed.</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Your CRM is decaying right now. Let&apos;s fix it!</strong><br><br>A <strong>free 30-minute CRM health check</strong> shows you exactly where your data is breaking down, which contacts are stale, which records are duplicated, and how much it&apos;s costing you. <br><br>No commitment, no sales pitch. Just a clear picture of what&apos;s actually in your CRM.</div></div><div class="kg-card kg-button-card kg-align-center"><a href="https://www.findymail.com/schedule-a-demo/" class="kg-btn kg-btn-accent">Book your CRM health check here!</a></div>]]></content:encoded></item><item><title><![CDATA[Data Hygiene (2026): Strategy, Tools & Best Practices]]></title><description><![CDATA[Data hygiene is vital for ensuring the accuracy, cleanliness, reliability and proper organization of your data. After all, it’s where your revenue growth starts!]]></description><link>https://www.findymail.com/blog/what-is-data-hygiene/</link><guid isPermaLink="false">65f0350b106b0d75db785f50</guid><category><![CDATA[CRMs]]></category><dc:creator><![CDATA[Valentin]]></dc:creator><pubDate>Mon, 22 Jun 2026 06:00:00 GMT</pubDate><media:content url="https://www.findymail.com/blog/content/images/2026/02/Group-95.jpg" medium="image"/><content:encoded><![CDATA[<img src="https://www.findymail.com/blog/content/images/2026/02/Group-95.jpg" alt="Data Hygiene (2026): Strategy, Tools &amp; Best Practices"><p><strong>If money makes the world go round, data determines who gets paid.</strong> <a href="https://www.findymail.com/blog/managing-sales-teams-remotely/">Sales teams</a> rely on it to find prospects, marketing uses it to reach the right audiences, and leadership depends on it to make decisions that don&#x2019;t blow up later.</p><p><strong>But here&#x2019;s the problem with data:</strong> the moment it enters your CRM, database, or spreadsheet, it <a href="https://www.findymail.com/blog/data-decay/">starts to decay</a>. What looked like a <a href="https://www.findymail.com/blog/guide-to-build-lead-lists/">qualified lead</a> yesterday can quietly turn into a bounce tomorrow. That&#x2019;s dirty data, and at scale, it becomes expensive. Poor data leads to poor decisions, eroding performance, reputation, and even customer trust in the process.</p><p><strong>The fix isn&#x2019;t collecting more data</strong>. It&#x2019;s maintaining clean, trustworthy, and actionable datasets, a growing challenge in an era where data volume is exploding. In this guide, we&#x2019;ll break down what data hygiene is, why it matters, best practices, and how to keep your database clean before it costs you revenue.</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Want to run a CRM health check?</strong><br><br><strong>Book a session with one of our CRM specialists</strong> and we&#x2019;ll securely connect Datacare to your system (without altering or risking sensitive data). Our CRM data experts then will give you a breakdown of what&#x2019;s clean, what needs attention, and exactly how Datacare can bring your database back to full health.</div></div><div class="kg-card kg-button-card kg-align-center"><a href="https://www.findymail.com/crm-enrichment/" class="kg-btn kg-btn-accent">Schedule your CRM health check here!</a></div><div class="kg-card kg-callout-card kg-callout-card-white"><div class="kg-callout-text"><strong>TL;DR &#x2014; Data Hygiene in 2026</strong><br><br><strong>&#x26A1;&#xFE0F;Quick Answer:</strong><br>Dirty, outdated data hurts deliverability, distorts reporting, and slows down revenue teams. Data naturally decays, without a proactive process, your CRM, database, and spreadsheets become unreliable fast.<br><br><strong>&#x26A1;&#xFE0F;</strong><strong>Why does it Matter?</strong><br>Every strategic decision your business makes depends on data. When it&#x2019;s accurate: forecasting improves, targeting sharpens, and revenue becomes predictable. When it&#x2019;s not, the consequences compound quickly.<br><br><strong>&#x26A1;&#xFE0F;</strong><strong>What Actually Works</strong><br>1. Audit and review your data regularly<br>2. Implement data validation<br>3. Eliminate data silos<br>4. Implement data governance<br>5. Train and educate your team<br>6. Automate hygiene workflows<br><br><strong>&#x26A1;&#xFE0F;</strong><strong>Best CRM Data Hygiene Tools in 2026</strong><br>1. Findymail<br>2. Clay <br>3. DemandTools<br>4. WinPure<br>5. Melissa Clean Suite</div></div><h2 id="what-is-data-hygiene">What Is Data Hygiene?</h2><p>Data hygiene is the <strong>ongoing process</strong> of keeping your data accurate, consistent, and reliable across every system it touches. For revenue teams, that matters, because clean data drives smarter targeting, <a href="https://www.findymail.com/blog/cold-outreach/">better outreach</a>, and more predictable growth.</p><p>That could mean <a href="https://www.findymail.com/email-verifier/">verifying names and email addresses</a>, correcting inconsistencies, and preventing duplicate records. For example, ensuring &#x201C;Michael&#x201D; isn&#x2019;t listed as &#x201C;Mike&#x201D; in one record and &#x201C;M. Smith&#x201D; in another, or making sure multiple email addresses for the same contact are properly linked instead of creating separate entries.</p><p>Without these controls, even a high-volume database quickly becomes cluttered, unreliable, and risky to use.</p><h3 id="signs-your-business-has-a-data-hygiene-problem">Signs Your Business Has a Data Hygiene Problem</h3><p>Data issues rarely announce themselves. They show up in performance metrics. If you&#x2019;re noticing any of the following, your database may need attention:</p><ul><li><strong>Bounce rates above 3&#x2013;5%: </strong>A clear sign of invalid or outdated email addresses.</li><li><strong>Sudden drops in open or reply rates: </strong>Deliverability issues often start with decaying data.</li><li><strong>Duplicate records in your CRM: </strong>Inflated metrics and confused reporting are red flags.</li><li><strong>Sales reps complaining about &#x201C;bad leads&#x201D;: </strong>Outdated or inaccurate contact data wastes time and kills momentum.</li></ul><p>If these sound familiar, the problem likely isn&#x2019;t your strategy, it&#x2019;s your data.</p><div class="kg-card kg-callout-card kg-callout-card-green"><div class="kg-callout-text">&#x1F449;If your data is holding you back, it&#x2019;s time to fix it at the source. Strengthen your data hygiene with <a href="https://www.findymail.com/crm-enrichment/">Findymail CRM Datacare</a>.</div></div><h2 id="data-hygiene-vs-data-cleansing-what%E2%80%99s-the-difference">Data Hygiene vs. Data Cleansing: What&#x2019;s the Difference?</h2><p>It&#x2019;s easy to assume data hygiene and <a href="https://www.findymail.com/blog/crm-data-cleansing/">data cleansing</a> are the same thing. They&#x2019;re closely related, but not identical.</p><p>Put simply, <strong>data cleansing is the action</strong>, while <strong>data hygiene is the strategy behind it</strong>. Cleansing is what you do to fix errors. Hygiene is the system you build to prevent those errors from happening again. Here&#x2019;s the difference at a glance:</p><!--kg-card-begin: html--><table style="border:none;border-collapse:collapse;"><colgroup><col width="93"><col width="273"><col width="235"></colgroup><tbody><tr style="height:25pt"><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.2;text-align: center;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:&apos;Red Hat Text&apos;,sans-serif;color:#000000;background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Aspect</span></p></td><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.2;text-align: center;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:&apos;Red Hat Text&apos;,sans-serif;color:#000000;background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Data Hygiene</span></p></td><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.2;text-align: center;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:&apos;Red Hat Text&apos;,sans-serif;color:#000000;background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Data Cleansing</span></p></td></tr><tr style="height:25pt"><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:&apos;Red Hat Text&apos;,sans-serif;color:#000000;background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Approach</span></p></td><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:&apos;Red Hat Text&apos;,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Ongoing and preventative</span></p></td><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:&apos;Red Hat Text&apos;,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">One-time and reactive</span></p></td></tr><tr style="height:39.25pt"><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:&apos;Red Hat Text&apos;,sans-serif;color:#000000;background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Goal</span></p></td><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:&apos;Red Hat Text&apos;,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Maintain long-term data quality and consistency</span></p></td><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:&apos;Red Hat Text&apos;,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Fix inaccurate or outdated data</span></p></td></tr><tr style="height:39.25pt"><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:&apos;Red Hat Text&apos;,sans-serif;color:#000000;background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Scope</span></p></td><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:&apos;Red Hat Text&apos;,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Validation, enrichment, standardization, monitoring</span></p></td><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:&apos;Red Hat Text&apos;,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Removing duplicates and correcting errors</span></p></td></tr><tr style="height:25pt"><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:&apos;Red Hat Text&apos;,sans-serif;color:#000000;background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Role</span></p></td><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:&apos;Red Hat Text&apos;,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Strategic</span></p></td><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:&apos;Red Hat Text&apos;,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Tactical</span></p></td></tr></tbody></table><!--kg-card-end: html--><p><strong>In short:</strong> data cleansing fixes what&#x2019;s broken. Data hygiene ensures it stays clean.</p><h2 id="why-data-hygiene-is-critical-for-modern-businesses">Why Data Hygiene Is Critical for Modern Businesses</h2><p>Every strategic decision your business makes <a href="https://www.findymail.com/blog/data-analytics/">depends on data</a>. When it&#x2019;s accurate: forecasting improves, targeting sharpens, and revenue becomes predictable. When it&#x2019;s not, the consequences compound quickly. Simple math.</p><p>Here&#x2019;s where it shows up most:</p><h3 id="1-improves-email-deliverability">1. Improves Email Deliverability</h3><p>Outdated or invalid <a href="https://www.findymail.com/blog/how-to-find-an-email-address/">email addresses</a> lead to hard bounces, and hard bounces damage your sender reputation. As bounce rates climb, inbox placement drops, and campaigns that should convert end up in spam folders instead.</p><p>Clean data means fewer bounces, stronger domain reputation, and better deliverability overall.</p><h3 id="2-increases-sales-efficiency">2. Increases Sales Efficiency</h3><p>Your team relies on data to identify prospects, <a href="https://www.findymail.com/blog/sales-projection-calculation/">forecast revenue</a>, and build pipeline. But over time, contacts change roles, companies merge, and inboxes go inactive.</p><p>If that data isn&#x2019;t maintained, reps waste hours chasing dead leads. Conversion rates fall. Sales figures stop aligning with forecasts, <a href="https://www.findymail.com/blog/sales-plan-examples/">not because the strategy failed</a>, but because the data did.</p><p>Strong data hygiene keeps outreach focused on viable opportunities and improves connect rates.</p><h3 id="3-protects-revenue">3. Protects Revenue</h3><p>IDC estimates poor data quality costs U.S. businesses over <a href="https://hbr.org/2016/09/bad-data-costs-the-u-s-3-trillion-per-year">$3 trillion annually</a>, while Gartner reports organizations lose an average of <a href="https://www.gartner.com/smarterwithgartner/how-to-improve-your-data-quality">$12.9 million per year</a> due to bad data.</p><p>Missed opportunities, inaccurate targeting, wasted spend, and flawed forecasting all stem from unreliable datasets. Clean data protects revenue by ensuring your efforts reach the right people at the right time.</p><h3 id="4-ensures-compliance-gdpr-can-spam">4. Ensures Compliance (GDPR, CAN-SPAM)</h3><p>Maintaining accurate, up-to-date records helps you avoid contacting unauthorized or irrelevant leads, reducing compliance risks under regulations like GDPR and CAN-SPAM.</p><p><a href="https://segment.com/state-of-personalization-report">More than 60% of customers</a> say they&#x2019;ll lose loyalty after an un-personalized experience. Sending emails to the wrong contact or using outdated information erodes trust instantly.</p><p>At its core, good data hygiene helps streamline business operations, <a href="https://www.findymail.com/blog/sales-burnout/">reduce burnout</a>, increase opportunities and improve the overall experience for customers.</p><h2 id="what-data-needs-regular-hygiene-and-how-often-to-clean-it">What Data Needs Regular Hygiene (And How Often to Clean It)</h2><p>Not all data decays at the same speed. Some need constant attention. Others just need scheduled maintenance. Here&#x2019;s what to watch:</p><h3 id="1-email-data-hygiene-before-every-campaign">1. Email Data Hygiene (Before Every Campaign)</h3><p>Email data degrades fast, especially in outbound environments.</p><p><strong>What to clean:</strong></p><ul><li>Invalid emails</li><li>Catch-all domains</li><li>Role-based emails (info@, support@, admin@)</li><li>Duplicate contacts</li><li>Disposable email addresses</li></ul><p><strong>How often:</strong></p><ul><li>Before every major campaign</li><li>Before importing new leads</li><li>Re-verify lists older than 30&#x2013;60 days</li></ul><p><strong>Why it matters: </strong>This is your highest-risk area for bounce rates and sender reputation damage.</p><div class="kg-card kg-callout-card kg-callout-card-green"><div class="kg-callout-text">&#x1F449;Don&#x2019;t wait for bounce rates to spike. Re-verify your contact data with <a href="https://www.findymail.com/crm-enrichment/">Findymail CRM Datacare</a> before your next campaign.</div></div><h3 id="2-crm-data-hygiene-quarterly-minimum">2. CRM Data Hygiene (Quarterly Minimum)</h3><p>CRMs accumulate clutter quickly.</p><p><strong>What to clean:</strong></p><ul><li>Duplicate records</li><li>Missing or incomplete fields</li><li>Inconsistent formatting (job titles, countries, phone numbers)</li><li>Inactive contacts</li></ul><p><strong>How often:</strong></p><ul><li>Quarterly deep clean</li><li>Ongoing deduplication automation</li><li>After major imports or integrations</li></ul><p><strong>Why it matters: </strong>Dirty CRM data leads to poor segmentation, inaccurate reporting, and wasted sales effort.</p><div class="kg-card kg-callout-card kg-callout-card-green"><div class="kg-callout-text">&#x1F449;Make quarterly cleanups a thing of the past. Turn on continuous CRM data hygiene with <a href="https://www.findymail.com/crm-enrichment/">Findymail CRM Datacare</a>.&#xA0;</div></div><h3 id="3-sales-prospecting-data-monthly-review">3. Sales Prospecting Data (Monthly Review)</h3><p>Prospecting data becomes outdated faster than most teams realize.</p><p><strong>What to clean:</strong></p><ul><li>Outdated job titles</li><li>Employees who changed companies</li><li>Company domain changes</li><li>Recently closed or acquired businesses</li></ul><p><strong>How often:</strong></p><ul><li>Monthly for active outbound teams</li><li>Before launching new sequences</li><li>When response rates start declining</li></ul><p><strong>Why it matters: </strong>Outdated prospect data lowers reply rates and damages credibility.</p><div class="kg-card kg-callout-card kg-callout-card-green"><div class="kg-callout-text">&#x1F449;Better prospect data means better conversations. Stay ahead of job changes and company shifts with <a href="https://www.findymail.com/crm-enrichment/">Findymail CRM Datacare</a>.</div></div><h2 id="best-practices-for-maintaining-data-hygiene">Best Practices for Maintaining Data Hygiene</h2><h3 id="1-audit-and-review-your-data-regularly"><strong>1. Audit and Review Your Data Regularly</strong></h3><p>Data decays quietly. Regular audits help you catch outdated records, duplicates, and inaccuracies before they impact performance.</p><p>Schedule periodic reviews of your CRM, email lists, and prospecting data to prevent small issues from becoming expensive problems later on.</p><h3 id="2-implement-data-validation"><strong>2. Implement Data Validation</strong></h3><p>The best way to fix bad data? Stop it from entering in the first place.</p><p>Set clear rules for data entry: format checks, required fields, duplicate detection, and email verification. Use enrichment tools to automatically clean and populate missing CRM properties.</p><p>Prevention beats correction every time.</p><h3 id="3-eliminate-data-silos"><strong>3. Eliminate Data Silos</strong></h3><p>When departments operate from separate datasets, alignment breaks down.</p><p>Marketing, sales, and leadership should work from the same source of truth. Integrating systems and syncing data across platforms improves collaboration, reporting accuracy, and decision-making.</p><p>One business. One clean dataset.</p><h3 id="4-implement-data-governance"><strong>4. Implement Data Governance</strong></h3><p>Think of data governance as traffic control for your information.</p><p>Define who owns the data, who can edit it, and how it should be maintained. Set clear processes for updates, imports, and compliance (GDPR, CAN-SPAM). Without ownership, data quality slips fast.</p><h3 id="5-train-and-educate-your-team"><strong>5. Train and Educate Your Team</strong></h3><p>Even the best systems fail if people don&#x2019;t use them properly.</p><p>Ensure your team understands why data hygiene matters and how to follow best practices. Clear guidelines and periodic refreshers prevent avoidable mistakes.</p><h3 id="6-automate-hygiene-workflows">6. Automate Hygiene Workflows</h3><p>Manual cleanup doesn&#x2019;t scale.</p><p>Automation ensures emails are verified, duplicates are flagged, and outdated records are updated continuously, without relying on someone remembering to do it.</p><p>This is where tools like <a href="https://www.findymail.com/crm-enrichment/">Findymail CRM Datacare</a> handle the heavy lifting, protecting deliverability and keeping your database clean in the background.</p><h2 id="tools-that-help-maintain-data-hygiene">Tools That Help Maintain Data Hygiene</h2><h3 id="1-findymail-crm-datacare">1. Findymail CRM Datacare</h3><figure class="kg-card kg-image-card"><img src="https://www.findymail.com/blog/content/images/2026/05/Datacare-LP-10.png" class="kg-image" alt="Data Hygiene (2026): Strategy, Tools &amp; Best Practices" loading="lazy" width="2000" height="1020" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/05/Datacare-LP-10.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/05/Datacare-LP-10.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/05/Datacare-LP-10.png 1600w, https://www.findymail.com/blog/content/images/2026/05/Datacare-LP-10.png 2244w" sizes="(min-width: 720px) 720px"></figure><p><strong>Overview:</strong></p><p><a href="https://www.findymail.com/crm-enrichment/">Findymail CRM Datacare</a> is designed to keep your CRM accurate and usable at all times, not just after a cleanup project.</p><p>Instead of relying on periodic data enrichment or manual audits, Datacare operates continuously in the background. It verifies contact information, updates outdated records, flags job changes, and eliminates duplicates so your database stays reliable as it grows.</p><p><strong>Key Features:</strong></p><ul><li><strong><strong><strong>Continuous Data Enrichment: </strong></strong></strong>Automatically enhances both new and existing records with refreshed contact and company information.</li><li><strong><strong><strong>Job Change Monitoring (Optional Add-On):</strong> </strong></strong>Alerts you when prospects or customers move to new roles or companies, helping you engage at high-intent moments.</li><li><strong><strong><strong>Verified Contact Data:</strong> </strong></strong>Identifies invalid emails and replaces them with newly verified contacts, maintaining a bounce rate under 5%.</li><li><strong><strong><strong>Ongoing Data Cleansing &amp; De-duplication:</strong> </strong></strong>Merges duplicate entries, standardizes data fields, and updates aging records in real time.</li><li><strong><strong><strong>Native CRM Integration:</strong> </strong></strong>Connects directly to major CRMs and works behind the scenes, no overlays or manual syncing required.</li></ul><p><strong>Ratings:</strong></p><figure class="kg-card kg-image-card"><img src="https://www.findymail.com/blog/content/images/2026/05/Datacare-Ratings-3.png" class="kg-image" alt="Data Hygiene (2026): Strategy, Tools &amp; Best Practices" loading="lazy" width="1910" height="753" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/05/Datacare-Ratings-3.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/05/Datacare-Ratings-3.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/05/Datacare-Ratings-3.png 1600w, https://www.findymail.com/blog/content/images/2026/05/Datacare-Ratings-3.png 1910w" sizes="(min-width: 720px) 720px"></figure><ul><li><strong><strong><strong>G2: </strong></strong></strong>4.9/5 (57)</li><li><strong><strong><strong>Capterra: </strong></strong></strong>4.9/5 (7)</li></ul><p><strong>Pros:</strong></p><ul><li><strong>Continuous, automated</strong> CRM maintenance.</li><li><strong>Verified contact data</strong> with controlled bounce rates.</li><li><strong>Real-time job change tracking</strong> for timely outreach.</li><li><strong>Direct CRM integrations</strong> with major providers.</li></ul><p><strong>Cons:</strong></p><ul><li><strong>Built for control over customization</strong>, Datacare favors accuracy and automation over highly custom or experimental enrichment workflows.</li></ul><p><strong>Pricing:</strong></p><figure class="kg-card kg-image-card"><img src="https://www.findymail.com/blog/content/images/2026/05/Datacare-Pricing-6.png" class="kg-image" alt="Data Hygiene (2026): Strategy, Tools &amp; Best Practices" loading="lazy" width="2000" height="998" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/05/Datacare-Pricing-6.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/05/Datacare-Pricing-6.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/05/Datacare-Pricing-6.png 1600w, https://www.findymail.com/blog/content/images/2026/05/Datacare-Pricing-6.png 2196w" sizes="(min-width: 720px) 720px"></figure><p>Datacare pricing is based on <strong>database size</strong> rather than per-enrichment. Plans start at:</p><ul><li><strong>$500/month, billed annually:</strong> Enrichment + Job Tracking.</li><li><strong>Every demo</strong> comes with a free CRM health check.</li></ul><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Want to run a CRM health check?</strong><br><br><strong>Book a session with one of our CRM specialists</strong> and we&#x2019;ll securely connect Datacare to your system (without altering or risking sensitive data). Our CRM data experts then will give you a breakdown of what&#x2019;s clean, what needs attention, and exactly how Datacare can bring your database back to full health.</div></div><div class="kg-card kg-button-card kg-align-center"><a href="https://www.findymail.com/crm-enrichment/" class="kg-btn kg-btn-accent">Schedule your CRM health check here!</a></div><h3 id="2-clay">2. Clay</h3><figure class="kg-card kg-image-card"><img src="https://www.findymail.com/blog/content/images/2026/02/Group-99.png" class="kg-image" alt="Data Hygiene (2026): Strategy, Tools &amp; Best Practices" loading="lazy" width="2000" height="939" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/02/Group-99.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/02/Group-99.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/02/Group-99.png 1600w, https://www.findymail.com/blog/content/images/2026/02/Group-99.png 2099w" sizes="(min-width: 720px) 720px"></figure><p><strong>Overview:</strong></p><p>Clay is a workflow-driven enrichment platform built for teams that want to centralize sales intelligence and automate how data gets used. Rather than relying on a single provider, Clay connects to 150+ data sources and lets you &#x201C;waterfall&#x201D; across them to improve match rates and fill data gaps. The result is broader coverage without managing multiple standalone subscriptions.</p><p>It&#x2019;s particularly well-suited for growth and outbound teams that want to combine enrichment, AI automation, and execution inside one flexible system.</p><p><strong>Key Features:</strong></p><ul><li><strong>Bulk CRM Enrichment: </strong>Refresh and standardize large volumes of CRM records to reduce outdated fields and surface missing data.</li><li><strong>Real-Time or Scheduled Enrichment: </strong>Automatically enrich new leads as they enter your CRM or run updates on a recurring schedule.</li><li><strong>Multi-Provider Waterfall Enrichment: </strong>Sequence across 150+ data vendors and AI models to improve data coverage and reliability.</li><li><strong>Deep CRM &amp; Automation Integrations: </strong>Sync enriched data directly into platforms like HubSpot, Salesforce, and Zapier to power downstream workflows.</li></ul><p><strong>Ratings:</strong></p><figure class="kg-card kg-image-card"><img src="https://www.findymail.com/blog/content/images/2026/02/Group-100.png" class="kg-image" alt="Data Hygiene (2026): Strategy, Tools &amp; Best Practices" loading="lazy" width="748" height="196" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/02/Group-100.png 600w, https://www.findymail.com/blog/content/images/2026/02/Group-100.png 748w" sizes="(min-width: 720px) 720px"></figure><ul><li><strong><strong><strong>G2:</strong></strong></strong> 4.8/5 (183)</li><li><strong><strong><strong>Capterra: </strong></strong></strong>N/A</li></ul><p><strong>Pros:</strong></p><ul><li>Access to a large ecosystem of data providers <strong>(including premium sources like Findymail)</strong>.</li><li><strong>Built-in </strong>outreach and sequencing capabilities.</li><li><strong>Advanced AI workflow builder </strong>for automating complex enrichment logic.</li></ul><p><strong>Cons:</strong></p><ul><li><strong>More complex </strong>than traditional plug-and-play enrichment tools.</li><li><strong>Can require time </strong>to properly structure and optimize workflows.</li><li><strong>Credit-based pricing </strong>means costs scale with usage.</li></ul><p><strong>Pricing:</strong></p><figure class="kg-card kg-image-card"><img src="https://www.findymail.com/blog/content/images/2026/02/Group-101.png" class="kg-image" alt="Data Hygiene (2026): Strategy, Tools &amp; Best Practices" loading="lazy" width="2000" height="1001" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/02/Group-101.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/02/Group-101.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/02/Group-101.png 1600w, https://www.findymail.com/blog/content/images/2026/02/Group-101.png 2123w" sizes="(min-width: 720px) 720px"></figure><ul><li><strong><strong><strong>Free: </strong></strong></strong>$0/mo &#x2013; Up to 100/searches.</li><li><strong><strong><strong>Starter: </strong></strong></strong>$149/mo &#x2013; Up to 5,000/searches.</li><li><strong><strong><strong>Explorer: </strong></strong></strong>$349/mo &#x2013; Up to 25,000/searches.</li><li><strong><strong><strong>Pro: </strong></strong></strong>$800/mo &#x2013; Up to 50,000/searches.</li><li><strong><strong><strong>Enterprise: </strong></strong></strong>Custom pricing &#x2013; Best for large teams with high volume and full feature access.</li></ul><h3 id="3-demandtools">3. DemandTools</h3><figure class="kg-card kg-image-card"><img src="https://www.findymail.com/blog/content/images/2026/02/Group-79-1.png" class="kg-image" alt="Data Hygiene (2026): Strategy, Tools &amp; Best Practices" loading="lazy" width="2000" height="1011" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/02/Group-79-1.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/02/Group-79-1.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/02/Group-79-1.png 1600w, https://www.findymail.com/blog/content/images/2026/02/Group-79-1.png 2074w" sizes="(min-width: 720px) 720px"></figure><p><strong>Overview:</strong></p><p>DemandTools is a CRM data cleansing platform designed to help teams clean, standardize, and deduplicate large databases. It&#x2019;s particularly well-suited for organizations running Salesforce or Microsoft Dynamics 365 that need structured, rule-based cleanup.</p><p>If your CRM has accumulated years of duplicates and inconsistent records, DemandTools is built for deep cleanup and maintenance.</p><p><strong>Key Features:</strong></p><ul><li><strong>Advanced Data Cleansing:</strong> Advanced deduplication, normalization, and record merging.</li><li><strong>Automated Record Hygiene:</strong> Filtering and rule-based cleanup for Salesforce environments.</li><li><strong>CRM Compatibility:</strong> Supports Salesforce and Microsoft Dynamics 365.</li><li><strong>Data Discovery &amp; Maintenance:</strong> Tools for identifying inconsistencies and maintaining record quality.</li><li><strong>Rule-Building Wizards:</strong> Prebuilt modules that simplify cleanup workflows.</li></ul><p><strong>Ratings:</strong></p><figure class="kg-card kg-image-card"><img src="https://www.findymail.com/blog/content/images/2026/02/Group-85.png" class="kg-image" alt="Data Hygiene (2026): Strategy, Tools &amp; Best Practices" loading="lazy" width="2000" height="583" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/02/Group-85.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/02/Group-85.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/02/Group-85.png 1600w, https://www.findymail.com/blog/content/images/2026/02/Group-85.png 2284w" sizes="(min-width: 720px) 720px"></figure><ul><li><strong><strong><strong>G2: </strong></strong></strong>4.6/5 (284)</li><li><strong><strong><strong>Capterra: </strong></strong></strong>4.0/5 (1)</li></ul><p><strong>Pros:</strong></p><ul><li>Strong <strong>Salesforce and Dynamics 365</strong> specialization.</li><li><strong>Powerful rule-based</strong> deduplication and cleansing.</li><li>Suitable for <strong>large, complex</strong> CRM environments.</li></ul><p><strong>Cons:</strong></p><ul><li>Primarily focused on <strong>Salesforce ecosystems</strong>.</li><li>Not positioned as a <strong>full enterprise data quality suite.</strong></li><li>Pricing not <strong>publicly available</strong>.</li></ul><p><strong>Pricing:</strong></p><figure class="kg-card kg-image-card"><img src="https://www.findymail.com/blog/content/images/2026/02/Group-84.png" class="kg-image" alt="Data Hygiene (2026): Strategy, Tools &amp; Best Practices" loading="lazy" width="2000" height="979" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/02/Group-84.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/02/Group-84.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/02/Group-84.png 1600w, https://www.findymail.com/blog/content/images/2026/02/Group-84.png 2059w" sizes="(min-width: 720px) 720px"></figure><ul><li><strong><strong><strong>DemandTools Elements Edition: </strong></strong></strong>Contact sales (Salesforce Only)</li><li><strong><strong><strong>DemandTools:</strong> </strong></strong>Contact sales (Salesforce + Dynamics 365)</li></ul><h3 id="4-winpure">4. WinPure</h3><figure class="kg-card kg-image-card"><img src="https://www.findymail.com/blog/content/images/2026/02/Group-89.png" class="kg-image" alt="Data Hygiene (2026): Strategy, Tools &amp; Best Practices" loading="lazy" width="2000" height="998" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/02/Group-89.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/02/Group-89.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/02/Group-89.png 1600w, https://www.findymail.com/blog/content/images/2026/02/Group-89.png 2074w" sizes="(min-width: 720px) 720px"></figure><p><strong>Overview:</strong></p><p>WinPure is a standalone data quality tool focused on identifying and resolving duplicate records across large datasets. It&#x2019;s designed to help teams clean, standardize, and reconcile messy data before syncing it back into their CRM or database.</p><p>Rather than operating as an always-on enrichment engine, WinPure is typically used for structured cleanup projects or periodic database maintenance.</p><p><strong>Key Features:</strong></p><ul><li><strong><strong><strong>AI-Powered Record Matching:</strong> </strong></strong>Detects exact, fuzzy, and relationship-based duplicates across complex datasets.</li><li><strong><strong><strong>No-Code Standardization Tools:</strong> </strong></strong>Format and normalize CRM fields using configurable rules and built-in data dictionaries.</li><li><strong><strong><strong>Advanced Fuzzy Matching:</strong> </strong></strong>Identifies misspellings, abbreviations, and inconsistent naming that simpler tools often miss.</li><li><strong><strong><strong>Duplicate Resolution Controls:</strong> </strong></strong>Merge, purge, or consolidate records and export cleaned data back into your CRM.</li></ul><p><strong>Ratings:</strong></p><figure class="kg-card kg-image-card"><img src="https://www.findymail.com/blog/content/images/2026/02/Group-91.png" class="kg-image" alt="Data Hygiene (2026): Strategy, Tools &amp; Best Practices" loading="lazy" width="2000" height="623" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/02/Group-91.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/02/Group-91.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/02/Group-91.png 1600w, https://www.findymail.com/blog/content/images/2026/02/Group-91.png 2031w" sizes="(min-width: 720px) 720px"></figure><ul><li><strong><strong><strong>G2: </strong></strong></strong>4.7/5 (74)</li><li><strong><strong><strong>Capterra: </strong></strong></strong>5/5 (2)</li></ul><p><strong>Pros:</strong></p><ul><li><strong>Highly accurate </strong>duplicate and near-duplicate detection.</li><li><strong>Accessible </strong>for non-technical users.</li><li><strong>Helpful support</strong>, including CRM migration assistance.</li></ul><p><strong>Cons:</strong></p><ul><li><strong>More project-based than continuous</strong>, automated hygiene tools.</li><li><strong>No built-in</strong> contact enrichment.</li><li><strong>Interface feels outdated</strong> compared to newer SaaS platforms.</li></ul><p><strong>Pricing:</strong></p><figure class="kg-card kg-image-card"><img src="https://www.findymail.com/blog/content/images/2026/02/Group-90.png" class="kg-image" alt="Data Hygiene (2026): Strategy, Tools &amp; Best Practices" loading="lazy" width="2000" height="991" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/02/Group-90.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/02/Group-90.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/02/Group-90.png 1600w, https://www.findymail.com/blog/content/images/2026/02/Group-90.png 2052w" sizes="(min-width: 720px) 720px"></figure><ul><li><strong><strong><strong>Essential: </strong></strong></strong>Contact sales (basic cleansing needs)</li><li><strong><strong><strong>Professional: </strong></strong></strong>Contact sales (advanced record unification)</li><li><strong><strong><strong>Enterprise: </strong></strong></strong>Contact sales (large-scale data operations)</li></ul><h3 id="5-melissa-clean-suite">5. Melissa Clean Suite</h3><figure class="kg-card kg-image-card"><img src="https://www.findymail.com/blog/content/images/2026/02/Group-92.png" class="kg-image" alt="Data Hygiene (2026): Strategy, Tools &amp; Best Practices" loading="lazy" width="2000" height="993" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/02/Group-92.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/02/Group-92.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/02/Group-92.png 1600w, https://www.findymail.com/blog/content/images/2026/02/Group-92.png 2067w" sizes="(min-width: 720px) 720px"></figure><p><strong>Overview:</strong></p><p>Melissa Clean Suite is a data quality platform focused primarily on address verification, validation, and standardization. It&#x2019;s particularly useful for organizations that rely heavily on accurate mailing, billing, or location-based customer data.</p><p>If address accuracy and global coverage are critical to your operations, Melissa offers specialized validation tools to help maintain consistency across large datasets.</p><p><strong>Key Features:</strong></p><ul><li><strong>Flexible Processing Options:</strong> Supports both real-time validation and bulk data cleansing workflows.</li><li><strong>Address Autocomplete:</strong> Assists users with fast and accurate U.S. and international address entry.</li><li><strong>Global Address Verification:</strong> Validates and standardizes addresses across more than 240 countries and territories.</li><li><strong>Geocoding Capabilities:</strong> Enhances records with geographic data for mapping, segmentation, and analytics.</li></ul><p><strong>Ratings:</strong></p><figure class="kg-card kg-image-card"><img src="https://www.findymail.com/blog/content/images/2026/02/Group-94.png" class="kg-image" alt="Data Hygiene (2026): Strategy, Tools &amp; Best Practices" loading="lazy" width="1279" height="454" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/02/Group-94.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/02/Group-94.png 1000w, https://www.findymail.com/blog/content/images/2026/02/Group-94.png 1279w" sizes="(min-width: 720px) 720px"></figure><ul><li><strong><strong><strong>G2: </strong></strong></strong>4.4/5 (76)</li><li><strong><strong><strong>Capterra: </strong></strong></strong>4.3/5 (6)</li></ul><p><strong>Pros:</strong></p><ul><li>Integrates with a <strong>wide range of CRM and ERP systems</strong>.</li><li>Strong focus on <strong>address-level data accuracy</strong>.</li><li>Offers a <strong>limited freemium option</strong> for smaller teams.</li></ul><p><strong>Cons:</strong></p><ul><li><strong>Primarily focused on validation</strong> rather than full data lifecycle management.</li><li>Advanced reference datasets and features may <strong>increase overall cost</strong>.</li><li>Workflow automation capabilities are more <strong>limited compared to modern revenue-focused tools</strong>.</li></ul><p><strong>Pricing:</strong></p><figure class="kg-card kg-image-card"><img src="https://www.findymail.com/blog/content/images/2026/02/Group-93.png" class="kg-image" alt="Data Hygiene (2026): Strategy, Tools &amp; Best Practices" loading="lazy" width="2000" height="979" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/02/Group-93.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/02/Group-93.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/02/Group-93.png 1600w, https://www.findymail.com/blog/content/images/2026/02/Group-93.png 2106w" sizes="(min-width: 720px) 720px"></figure><ul><li><strong>Pay As You Go:</strong> $40 (10,000 credits)</li><li><strong>Subscription:</strong> $5,145/year (1,000,000 records)</li><li><strong><strong><strong>Unlimited: </strong>$16,000/year (Unlimited records)</strong></strong></li></ul><h2 id="final-thoughts"><strong>Final Thoughts</strong></h2><p><strong>Data hygiene is no longer optional</strong>, it directly impacts deliverability, revenue, and reputation.</p><p>Dirty, outdated records slow your team down, distort reporting, and cost you valuable opportunities. Businesses that consistently maintain clean, accurate data move faster, target smarter, and close more.</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Want to turn data hygiene into a growth advantage?</strong><br><br>Findymail CRM DataCare helps you automatically clean, monitor, and maintain your CRM, so your team can focus on selling, not fixing data.<br><br><strong>Book a session with one of our CRM specialists</strong> to see a breakdown of what&#x2019;s clean, what needs attention, and exactly how Datacare can bring your database back to full health.</div></div><div class="kg-card kg-button-card kg-align-center"><a href="https://www.findymail.com/crm-enrichment/" class="kg-btn kg-btn-accent">Schedule your CRM health check here!</a></div><h2 id="frequently-asked-questions">Frequently Asked Questions</h2><h3 id="1-does-data-hygiene-help-with-customer-success-how">1. Does data hygiene help with customer success? How?</h3><p>Yes, data hygiene ensures customer information is current and correct, so you can provide personalized assistance and use <a href="https://www.findymail.com/blog/b2b-prospecting-methods/">sales tactics</a> tailored to the way your existing customers are interacting with your business.</p><h3 id="2-are-data-hygiene-and-data-management-the-same">2. Are data hygiene and data management the same?</h3><p>No, they&apos;re related but different. Data hygiene focuses on cleaning and maintaining data quality, while data management encompasses a broader scope, including the collection, storage and usage of data.</p><h3 id="3-what-does-good-data-hygiene-look-like">3. What does good data hygiene look like?</h3><p>Good data hygiene means having a database that&apos;s regularly cleaned and updated, free from duplicates and errors and structured in a way that&apos;s accessible and useful for your organization&apos;s needs.</p><p>The easiest way to spot it is through your communication success rates: do your <a href="https://www.findymail.com/blog/email-bounce-back/">emails bounce</a>? Do your <a href="https://www.findymail.com/blog/drip-campaign-flowchart/">campaigns</a> reach the right people? Do your <a href="https://www.findymail.com/blog/structure-of-a-sales-call/">sales calls</a> end in deals won?Your team has worked hard to fill <a href="https://www.findymail.com/blog/sales-funnel-examples/">the funnel</a>. Don&#x2019;t let high-quality prospects leak through just because of poor data hygiene.</p>]]></content:encoded></item><item><title><![CDATA[10 HubSpot Data Enrichment Tools Top Teams Use (2026)]]></title><description><![CDATA[While HubSpot does offer native enrichment through tools like Breeze AI (depending on your plan), these data sources can be limited in coverage or freshness. That’s where integrations and third-party data enrichment tools come in, filling the gaps and keeping your CRM consistently reliable.]]></description><link>https://www.findymail.com/blog/hubspot-data-enrichment/</link><guid isPermaLink="false">65f0338f106b0d75db785f33</guid><category><![CDATA[CRMs]]></category><dc:creator><![CDATA[Valentin]]></dc:creator><pubDate>Mon, 22 Jun 2026 06:00:00 GMT</pubDate><media:content url="https://www.findymail.com/blog/content/images/2026/03/10-HubSpot-Data-Enrichment-Tools-Top-Teams-Use--2026---1-.png" medium="image"/><content:encoded><![CDATA[<img src="https://www.findymail.com/blog/content/images/2026/03/10-HubSpot-Data-Enrichment-Tools-Top-Teams-Use--2026---1-.png" alt="10 HubSpot Data Enrichment Tools Top Teams Use (2026)"><p>HubSpot is one of the most <a href="https://www.findymail.com/blog/crm-tools/#the-best-crm-tools-and-their-use-cases">powerful CRMs</a> in the world, but it&#x2019;s only as good as the data inside it. When that data is outdated, incomplete, or wrong, even the best features won&#x2019;t save you.</p><p>If you want to sell effectively, <strong>you need</strong> <strong>context</strong>. Without it, sales teams chase <a href="https://www.findymail.com/blog/lead-enrichment/">dead leads</a>, marketing emails miss the mark, and reps waste hours fixing records instead of closing deals. It&#x2019;s like having a laser-guided missile with no laser.</p><p>That&#x2019;s why <a href="https://www.findymail.com/blog/what-is-data-enrichment/">data enrichment</a> matters, even for HubSpot.</p><p>In this guide, we break down <strong>10 of the best HubSpot data enrichment tools in 2026</strong>, how they work, and why top sales and marketing teams love them.</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Did you know Datacare natively integrates with HubSpot?</strong><br><br><a href="https://www.findymail.com/crm-enrichment/">Findymail CRM Datacare</a> plugs directly into HubSpot (and other major CRMs) to fix duplicates, verify emails, and keep records accurate, 24/7. No cluttered interfaces, no extra tabs. It runs quietly in the background, enriching and cleansing only the data that actually needs attention or by the rules you set.<br><br>Every demo includes a <strong>free CRM health check</strong> so you can see exactly where your data stands before anything changes.</div></div><div class="kg-card kg-button-card kg-align-center"><a href="https://www.findymail.com/schedule-a-demo/" class="kg-btn kg-btn-accent">Talk to a CRM expert here!</a></div><!--kg-card-begin: html--><table style="border:1pt solid #000;border-collapse:collapse;width:100%;font-family:&apos;Manrope&apos;,sans-serif;font-size:16px;color:#2B394E;">
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          TL;DR &#x2014; HubSpot Data Enrichment Tools (2026)
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          HubSpot data enrichment is the process of automatically enhancing CRM records with accurate, up-to-date information like job titles, company details, verified emails, phone numbers, firmographics, and technographics. Enriched data improves segmentation, email deliverability, lead scoring, automation performance, personalization, and overall revenue efficiency.
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        <p style="margin:0 0 6pt 0;font-weight:700;">
          Why HubSpot Data Becomes Unreliable Over Time
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          CRM data decays fast due to job changes, company moves, role updates, email churn, manual entry mistakes, duplicate records, outdated contact info, and incomplete form fills.
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        <p style="margin:0 0 6pt 0;font-weight:700;">
          What Data Enrichment Fixes
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        <p style="margin:0 0 10pt 0;">
          Automatically fills missing fields, verifies emails, removes duplicates, updates job changes, standardizes records, and keeps contact and company data fresh without manual research.
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        <p style="margin:0 0 6pt 0;font-weight:700;">
          Business Impact of Clean &amp; Enriched Data
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        <ul style="margin:0 0 12pt 0;padding-left:20px;">
          <li>Higher email deliverability and fewer bounces</li>
          <li>More accurate lead scoring</li>
          <li>Smarter segmentation and workflows</li>
          <li>Better SDR productivity</li>
          <li>More reliable reporting and forecasting</li>
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        <p style="margin:0 0 6pt 0;font-weight:700;">
          Best HubSpot Data Enrichment Tools (2026)
        </p>
        <ul style="margin:0;padding-left:20px;">
          <li>Datacare (Findymail)</li>
          <li>Breeze Intelligence (HubSpot)</li>
          <li>Clay</li>
          <li>Apollo.io</li>
          <li>Cognism</li>
          <li>ZoomInfo</li>
          <li>Lusha</li>
          <li>Kaspr</li>
          <li>Surfe</li>
          <li>BuiltWith</li>
        </ul>

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</table><!--kg-card-end: html--><h2 id="what-is-hubspot-data-enrichment"><strong>What is HubSpot Data Enrichment?</strong></h2><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/02/enrich-company-record.gif" class="kg-image" alt="10 HubSpot Data Enrichment Tools Top Teams Use (2026)" loading="lazy" width="1416" height="824" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/02/enrich-company-record.gif 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/02/enrich-company-record.gif 1000w, https://www.findymail.com/blog/content/images/2026/02/enrich-company-record.gif 1416w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://knowledge.hubspot.com/records/enrich-your-contact-and-company-data">Hubspot</a></figcaption></figure><p>Before diving in, it&#x2019;s important to understand what data enrichment means specifically within the HubSpot ecosystem.</p><p><strong>HubSpot data enrichment</strong> is the process of automatically enhancing basic CRM records (such as a name or <a href="https://www.findymail.com/blog/how-to-get-corporate-email-addresses/">email address</a>) with accurate, up-to-date data. This typically includes job title, company information, LinkedIn URL, verified phone numbers, firmographics, and technographics.</p><h2 id="why-use-a-hubspot-data-enrichment-tool"><strong>Why use a HubSpot Data Enrichment tool?</strong></h2><p>For a multi-dimensional platform like HubSpot (used across sales, marketing, operations, and more) enriched data is the secret sauce. It powers better segmentation, <a href="https://www.findymail.com/blog/sales-email-sequence/">sharper targeting</a>, more accurate lead scoring, and smarter automation.</p><p>It also helps teams:</p><ul><li><strong>Save time for SDRs and marketers</strong> by automatically enriching records with job titles, company data, and contact details.</li><li><strong>Improve email deliverability</strong> with verified data that reduces bounce rates and protects your sending domain from blacklisting.</li><li><strong>Enable smarter automation</strong> by powering accurate segmentation, lead scoring, and HubSpot Workflows that actually work.</li><li><strong>Increase CRM reliability</strong> by keeping records clean, complete, and up to date as your database scales.</li></ul><p>While HubSpot does offer native enrichment through tools like Breeze AI (depending on your plan), these data sources can be <strong>limited in coverage or freshness</strong>. That&#x2019;s where integrations and third-party data enrichment tools come in, filling the gaps and keeping your CRM consistently reliable.</p><h3 id="what-data-can-be-enriched-in-hubspot"><strong>What Data can be Enriched in Hubspot?</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/02/review-enriched-companies.gif" class="kg-image" alt="10 HubSpot Data Enrichment Tools Top Teams Use (2026)" loading="lazy" width="1416" height="824" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/02/review-enriched-companies.gif 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/02/review-enriched-companies.gif 1000w, https://www.findymail.com/blog/content/images/2026/02/review-enriched-companies.gif 1416w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://knowledge.hubspot.com/records/enrich-your-contact-and-company-data">Hubspot</a></figcaption></figure><p>Modern enrichment tools don&#x2019;t just &#x201C;find emails.&#x201D; They turn thin records into fully usable customer profiles. In HubSpot, enrichment typically happens across two layers: <strong>contact-level data</strong> and <strong>company-level data</strong>.</p><p>Here&#x2019;s what you can actually enrich:</p><!--kg-card-begin: html--><table style="border:1pt solid #000;border-collapse:collapse;width:100%;font-family:&apos;Manrope&apos;,sans-serif;font-size:16px;color:#2B394E;">
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          Contact properties
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          Company properties
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        <ul style="margin:0;padding-left:20px;">
          <li>City</li>
          <li>Country</li>
          <li>Country Code</li>
          <li>Enriched Email Bounce Detected</li>
          <li>Employment Role</li>
          <li>Employment Seniority</li>
          <li>Employment Sub Role</li>
          <li>Enrichment opt-out</li>
          <li>Enrichment opt-out timestamp</li>
          <li>First Name</li>
          <li>Job Title</li>
          <li>Last Name</li>
          <li>LinkedIn URL</li>
          <li>State/Region</li>
          <li>State/Region Code</li>
        </ul>
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      <td style="border:1pt solid #000;padding:10pt;vertical-align:top;line-height:1.5;">
        <ul style="margin:0;padding-left:20px;">
          <li>Annual revenue</li>
          <li>City</li>
          <li>Company domain name</li>
          <li>Company keywords</li>
          <li>Company name</li>
          <li>Country/Region</li>
          <li>Country/Region Code</li>
          <li>Description</li>
          <li>Employee range</li>
          <li>Facebook company page</li>
          <li>Industry</li>
          <li>Industry group</li>
          <li>Is public</li>
          <li>LinkedIn company page</li>
          <li>LinkedIn handle</li>
          <li>Number of employees</li>
          <li>Phone number</li>
          <li>Postal code</li>
          <li>Revenue range</li>
          <li>State/Region</li>
          <li>State/Region Code</li>
          <li>Street Address</li>
          <li>Total Money Raised</li>
          <li>Web Technologies</li>
          <li>Website URL</li>
          <li>X account handle</li>
          <li>Year founded</li>
        </ul>
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</table><!--kg-card-end: html--><h2 id="best-hubspot-data-enrichment-tools"><strong>Best HubSpot Data Enrichment Tools</strong></h2><p>Not all HubSpot data enrichment tools are created equal. Some prioritize volume, others accuracy, automation, or intent data.</p><p>Below are the <strong>10 best HubSpot data enrichment tools in 2026</strong>, compared by pricing, strengths, and ideal use cases.</p><p>Let&#x2019;s start with our top pick.</p><!--kg-card-begin: html--><table style="border:1pt solid #000;border-collapse:collapse;width:100%;font-family:&apos;Manrope&apos;,-apple-system,BlinkMacSystemFont,&apos;Segoe UI&apos;,Roboto,Arial,sans-serif;font-size:16px;color:#2B394E;">
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      <td style="border:1pt solid #000;padding:10px;font-weight:700;">Tool</td>
      <td style="border:1pt solid #000;padding:10px;font-weight:700;">Starting Price</td>
      <td style="border:1pt solid #000;padding:10px;font-weight:700;">Key Advantage</td>
      <td style="border:1pt solid #000;padding:10px;font-weight:700;">Rating</td>
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      <td style="border:1pt solid #000;padding:10px;"><strong>Findymail CRM Datacare</strong></td>
      <td style="border:1pt solid #000;padding:10px;">Contact Sales</td>
      <td style="border:1pt solid #000;padding:10px;">Always-on data cleansing + real-time job change tracking</td>
      <td style="border:1pt solid #000;padding:10px;">&#x2B50;&#x2B50;&#x2B50;&#x2B50;&#x2B50;</td>
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      <td style="border:1pt solid #000;padding:10px;"><strong>Breeze Intelligence</strong></td>
      <td style="border:1pt solid #000;padding:10px;">Native / Custom</td>
      <td style="border:1pt solid #000;padding:10px;">Native HubSpot integration + firmographic &amp; intent data</td>
      <td style="border:1pt solid #000;padding:10px;">&#x2B50;&#x2B50;&#x2B50;&#x2B50;</td>
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      <td style="border:1pt solid #000;padding:10px;"><strong>Clay</strong></td>
      <td style="border:1pt solid #000;padding:10px;">$149/mo</td>
      <td style="border:1pt solid #000;padding:10px;">Waterfall enrichment + advanced workflow logic</td>
      <td style="border:1pt solid #000;padding:10px;">&#x2B50;&#x2B50;&#x2B50;&#x2B50;&#x2B50;</td>
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      <td style="border:1pt solid #000;padding:10px;"><strong>Apollo.io</strong></td>
      <td style="border:1pt solid #000;padding:10px;">$59/mo</td>
      <td style="border:1pt solid #000;padding:10px;">Massive contact database + built-in outreach tools</td>
      <td style="border:1pt solid #000;padding:10px;">&#x2B50;&#x2B50;&#x2B50;&#x2B50;</td>
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      <td style="border:1pt solid #000;padding:10px;"><strong>Cognism</strong></td>
      <td style="border:1pt solid #000;padding:10px;">Custom</td>
      <td style="border:1pt solid #000;padding:10px;">Strong for EMEA data + verified mobile numbers</td>
      <td style="border:1pt solid #000;padding:10px;">&#x2B50;&#x2B50;&#x2B50;&#x2B50;</td>
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      <td style="border:1pt solid #000;padding:10px;"><strong>ZoomInfo</strong></td>
      <td style="border:1pt solid #000;padding:10px;">Custom</td>
      <td style="border:1pt solid #000;padding:10px;">Enterprise intelligence + buying intent data</td>
      <td style="border:1pt solid #000;padding:10px;">&#x2B50;&#x2B50;&#x2B50;&#x2B50;</td>
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      <td style="border:1pt solid #000;padding:10px;"><strong>Lusha</strong></td>
      <td style="border:1pt solid #000;padding:10px;">$49.90/mo</td>
      <td style="border:1pt solid #000;padding:10px;">Fast one-click LinkedIn enrichment for SDRs</td>
      <td style="border:1pt solid #000;padding:10px;">&#x2B50;&#x2B50;&#x2B50;&#x2B50;</td>
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      <td style="border:1pt solid #000;padding:10px;"><strong>Kaspr</strong></td>
      <td style="border:1pt solid #000;padding:10px;">&#x20AC;59/mo</td>
      <td style="border:1pt solid #000;padding:10px;">Strong European LinkedIn contact data</td>
      <td style="border:1pt solid #000;padding:10px;">&#x2B50;&#x2B50;&#x2B50;</td>
    </tr>

    <tr>
      <td style="border:1pt solid #000;padding:10px;"><strong>Surfe (ex-Leadjet)</strong></td>
      <td style="border:1pt solid #000;padding:10px;">$49/mo</td>
      <td style="border:1pt solid #000;padding:10px;">Turns LinkedIn into a CRM with live sync</td>
      <td style="border:1pt solid #000;padding:10px;">&#x2B50;&#x2B50;&#x2B50;&#x2B50;</td>
    </tr>

    <tr>
      <td style="border:1pt solid #000;padding:10px;"><strong>BuiltWith</strong></td>
      <td style="border:1pt solid #000;padding:10px;">$295/mo</td>
      <td style="border:1pt solid #000;padding:10px;">Deep technographic targeting &amp; segmentation</td>
      <td style="border:1pt solid #000;padding:10px;">&#x2B50;&#x2B50;&#x2B50;</td>
    </tr>

  </tbody>
</table><!--kg-card-end: html--><h3 id="1-findymail-crm-datacare-the-always-on-crm-data-cleansing-and-enrichment-engine"><strong>1. Findymail CRM Datacare: The Always-on CRM Data Cleansing and Enrichment Engine</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/05/Datacare-LP.png" class="kg-image" alt="10 HubSpot Data Enrichment Tools Top Teams Use (2026)" loading="lazy" width="2000" height="1020" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/05/Datacare-LP.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/05/Datacare-LP.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/05/Datacare-LP.png 1600w, https://www.findymail.com/blog/content/images/2026/05/Datacare-LP.png 2244w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.findymail.com/crm-enrichment/">Findymail CRM Datacare</a></figcaption></figure><p><strong>Why Findymail CRM Datacare isn&#x2019;t your typical CRM Enrichment Tool:</strong></p><p>Most enrichment tools only fill in missing fields. <a href="https://www.findymail.com/crm-enrichment/">Datacare</a> goes further by <strong>continuously cleaning, correcting, and enriching your entire HubSpot database</strong>.</p><p>It automatically handles <strong>duplicates, outdated records, and incomplete contacts</strong>, keeping your CRM accurate around the clock. Datacare also tracks job changes in real time, updating profiles the moment a contact switches roles or companies. When updates happen, your team is notified directly in HubSpot or via Slack, so you never miss a high-intent opportunity.</p><p>Whether it&#x2019;s enrichment, de-duplication, or full-scale <a href="https://www.findymail.com/blog/data-enrichment-vs-data-cleansing/">data cleansing</a>, Datacare runs quietly in the background and guarantees a <strong>5% bounce rate or lower</strong> for all B2B contact data.</p><p><strong>Key Strengths for HubSpot:</strong></p><ul><li><strong>Deep Contact &amp; Company Enrichment: </strong>Enriches contacts and companies with verified emails, <a href="https://www.findymail.com/blog/sales-titles/">job titles</a>, LinkedIn URLs, phone numbers, firmographics, and location data (live and in bulk).</li><li><strong>Zero-Bounce Email Guarantee: </strong>Deep <a href="https://www.findymail.com/blog/best-email-verifier-tools/">email verification</a> protects deliverability and your HubSpot sender reputation.</li><li><strong>Advanced Job &amp; Company Change Detection: </strong>Automatically detects role or company changes and triggers alerts, CRM updates, or workflows.</li><li><strong>Continuous Data Cleansing &amp; De-duplication:</strong> Removes invalid data, standardizes fields, merges duplicates, and keeps records aligned in real time.</li><li><strong>Native HubSpot Integration: </strong>Runs directly inside HubSpot (and other major CRMs) with no overlays or manual maintenance.</li></ul><p><strong>Ratings:</strong></p><ul><li><strong>G2:</strong> 4.9/5 (57)</li><li><strong>Capterra: </strong>4.9/5 (7)</li></ul><p><strong>Pricing: Contact our CRM Experts</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/05/Datacare-Pricing.png" class="kg-image" alt="10 HubSpot Data Enrichment Tools Top Teams Use (2026)" loading="lazy" width="2000" height="998" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/05/Datacare-Pricing.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/05/Datacare-Pricing.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/05/Datacare-Pricing.png 1600w, https://www.findymail.com/blog/content/images/2026/05/Datacare-Pricing.png 2196w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.findymail.com/crm-enrichment/">Findymail CRM Datacare</a></figcaption></figure><p>Pricing starts at:</p><ul><li><strong>$500/month, billed annually:</strong> Enrichment + Job Tracking.</li><li>Every demo comes with a <strong>free CRM health check</strong>.</li></ul><p>With price scaling based on your record volume, not per enrichment. </p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Want a free CRM health check?</strong><br><br><a href="https://www.findymail.com/schedule-a-demo/">Book a session</a> with one of our CRM data specialists and we&apos;ll securely connect Datacare to your system without altering or risking a single record. You&apos;ll get a full breakdown of what&apos;s clean, what needs attention, and exactly what it would take to bring your database back to full health.</div></div><div class="kg-card kg-button-card kg-align-center"><a href="https://www.findymail.com/schedule-a-demo/" class="kg-btn kg-btn-accent">Book your CRM health check here!</a></div><h3 id="2-breeze-intelligence-formerly-clearbit"><strong>2. Breeze Intelligence (formerly Clearbit)</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/Breeze-LP.png" class="kg-image" alt="10 HubSpot Data Enrichment Tools Top Teams Use (2026)" loading="lazy" width="2000" height="984" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/Breeze-LP.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/Breeze-LP.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/Breeze-LP.png 1600w, https://www.findymail.com/blog/content/images/2026/03/Breeze-LP.png 2042w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.hubspot.com/products/artificial-intelligence">Hubspot</a></figcaption></figure><p><strong>Overview:</strong></p><p>Breeze Intelligence is the definition of the <strong>convenience pick</strong>. It&#x2019;s HubSpot&#x2019;s native enrichment tool, which means it works straight out of the box.</p><p><strong>Where Breeze shines is</strong> <strong>company-level context</strong>. It&#x2019;s solid for firmographics like company size, industry, revenue range, and tech stack. It also adds buyer intent and website visitor insights, giving teams quick visibility into who&#x2019;s engaging, without forcing prospects to fill out a form.</p><p><strong>The tradeoff?</strong> Depth. Breeze isn&#x2019;t built to be a full data hygiene or email accuracy engine. If your workflow depends on verified emails, continuous data cleaning, or real-time job change detection, Breeze will feel more like a helpful add-on than a complete solution, especially compared to an always-on engine like Datacare.</p><p><strong>Key Strengths for HubSpot:</strong></p><ul><li><strong>Native, Invisible Integration: </strong>Lives entirely inside HubSpot, no tools to manage, no sync issues.</li><li><strong>Strong Firmographic Enrichment: </strong>Adds company size, industry, revenue range, funding data, and tech stack.</li><li><strong>Buyer Intent &amp; Website Reveal: </strong>Identifies anonymous website visitors and surfaces intent signals directly in HubSpot.</li><li><strong>Prospecting Assistance: </strong>Includes AI-powered research and outreach tools tied to enriched CRM data.</li></ul><p><strong>Ratings:</strong></p><ul><li><strong>G2:</strong> 4.4/5 (626)</li><li><strong><strong><strong>Capterra: </strong></strong></strong>4.5/5 (34)</li></ul><p><strong>Pricing: Starts at $9/user/mo</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/Breeze-Pricing.png" class="kg-image" alt="10 HubSpot Data Enrichment Tools Top Teams Use (2026)" loading="lazy" width="2000" height="956" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/Breeze-Pricing.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/Breeze-Pricing.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/Breeze-Pricing.png 1600w, https://www.findymail.com/blog/content/images/2026/03/Breeze-Pricing.png 2042w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.hubspot.com/products/artificial-intelligence">Hubspot</a></figcaption></figure><p>The majority of HubSpot&apos;s tools work on a credit-based system. Here&apos;s a quick breakdown of each plan:</p><ul><li><strong>Small<strong><strong>:</strong></strong></strong> $45/mo (monitor up to 500 companies for one month + intent signals)</li><li><strong>Medium<strong><strong>: </strong></strong></strong>$270/mo (monitor up to 3,000 companies for one month + intent signals)</li><li><strong>Large<strong><strong>: </strong></strong></strong>$900/mo (monitor up to 10,000 companies for one month + intent signals)</li></ul><h3 id="3-clay"><strong>3. Clay</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/Clay-LP-1.png" class="kg-image" alt="10 HubSpot Data Enrichment Tools Top Teams Use (2026)" loading="lazy" width="1702" height="815" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/Clay-LP-1.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/Clay-LP-1.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/Clay-LP-1.png 1600w, https://www.findymail.com/blog/content/images/2026/03/Clay-LP-1.png 1702w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.clay.com/">Clay</a></figcaption></figure><p><strong>Overview:</strong></p><p>Clay is the <strong>ultimate data orchestrator</strong>. Built with <strong>RevOps and growth teams</strong> in mind, Clay excels at <strong>list building and enrichment at scale</strong>. You can define your ideal customer profile, pull <a href="https://www.findymail.com/blog/guide-to-build-lead-lists/">leads</a> from multiple sources, and enrich them with emails, phone numbers, firmographics, technographics, tech stack, and even recent news into one workflow.</p><p><strong>Where Clay really stands out is flexibility</strong>. You decide the logic, order, and conditions behind every enrichment step.</p><p><strong>The tradeoff?</strong> Clay doesn&#x2019;t guarantee data quality on its own. Accuracy depends on the providers you plug in and how you structure your workflows.</p><p><strong>Key Strengths for HubSpot:</strong></p><ul><li><strong>Automated Data Management:</strong> Create, update, and look up HubSpot objects (contacts, companies, deals) directly from Clay.</li><li><strong>Context-Rich Enrichment:</strong> Instantly pull HubSpot data into Clay to enrich records with full account context before syncing back.</li></ul><p><strong>Ratings:</strong></p><ul><li><strong><strong><strong>G2: </strong></strong></strong>4.8/5 (183)</li><li><strong><strong><strong>Capterra: </strong></strong></strong>N/A</li></ul><p><strong>Pricing: Starts at $149</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/Clay-Pricing-2.png" class="kg-image" alt="10 HubSpot Data Enrichment Tools Top Teams Use (2026)" loading="lazy" width="2000" height="1008" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/Clay-Pricing-2.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/Clay-Pricing-2.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/Clay-Pricing-2.png 1600w, https://www.findymail.com/blog/content/images/2026/03/Clay-Pricing-2.png 2128w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.clay.com/">Clay</a></figcaption></figure><p>Clay recently adjusted their pricing plans to make their tool more accessible for teams looking to scale. Now starting at <strong>$185/month</strong>, Clay has reduced the cost of data in their marketplace by 50&#x2013;90%. Here&#x2019;s a quick breakdown of each plan:</p><ul><li><strong>Free: </strong>$0 (100 data credits/mo + 500 actions/mo) </li><li><strong>Launch<strong><strong>: </strong></strong></strong>$185/mo (3,000 data credits/mo + 15,000 actions/mo) </li><li><strong>Growth<strong><strong>: </strong></strong></strong>$495/mo (6,000 data credits/mo + 40,000 actions/mo) </li><li><strong><strong><strong>Enterprise: </strong></strong></strong>Custom pricing (custom data credits + custom actions)</li></ul><h3 id="4-apolloio"><strong>4. Apollo.io</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/Apollo-LP-1.png" class="kg-image" alt="10 HubSpot Data Enrichment Tools Top Teams Use (2026)" loading="lazy" width="1717" height="843" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/Apollo-LP-1.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/Apollo-LP-1.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/Apollo-LP-1.png 1600w, https://www.findymail.com/blog/content/images/2026/03/Apollo-LP-1.png 1717w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.apollo.io/">Apollo.io</a></figcaption></figure><p><strong>Overview:</strong></p><p><strong>Apollo.io is THE database giant.</strong> It pairs a massive contact database of 275+ million contacts with enrichment, sequencing, and engagement tools, making it a popular, budget-friendly alternative to enterprise solutions.</p><p><strong>Built for high-volume outbound teams</strong>, Apollo enriches contacts and companies directly inside HubSpot, with real-time updates and synced lifecycle stages to keep prospecting and CRM perfectly aligned.</p><p><strong>The tradeoff? </strong>Precision. At Apollo&#x2019;s scale, accuracy can slip, especially for emails and job changes. The winning move is to source and outreach in Apollo, then clean and validate records before they become permanent HubSpot contacts.</p><p><strong>Key Strengths for HubSpot:</strong></p><ul><li><strong>Massive Contact Coverage:</strong> 275M+ contacts for large-scale <a href="https://www.findymail.com/blog/b2b-lead-generation/">lead sourcing</a>.</li><li><strong>Core Field Enrichment:</strong> Fill gaps like job title, industry, company size, and revenue.</li><li><strong>Buying &amp; Company Signals:</strong> Enrich records with funding, job postings, technographics, and more for better segmentation.</li><li><strong>Automatic CRM Updates:</strong> Continuously enrich and refresh HubSpot records to reduce stale data.</li></ul><p><strong>Ratings:</strong></p><ul><li><strong>G2:</strong> 4.7/5 (9,360)</li><li><strong>Capterra:</strong> 4.5/5 (383)</li></ul><p><strong>Pricing: Starts at $59</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/Apollo-Pricing-1.png" class="kg-image" alt="10 HubSpot Data Enrichment Tools Top Teams Use (2026)" loading="lazy" width="1686" height="877" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/Apollo-Pricing-1.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/Apollo-Pricing-1.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/Apollo-Pricing-1.png 1600w, https://www.findymail.com/blog/content/images/2026/03/Apollo-Pricing-1.png 1686w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.apollo.io/">Apollo.io</a></figcaption></figure><p>Apollo uses a per-user pricing model with multiple tiers and a free plan (very limited) for each of their solutions. For data enrichment, pricing breaks down as follows:</p><ul><li><strong>Free: </strong>$0 (75 credtis/user/mo)</li><li><strong><strong><strong>Basic:</strong> </strong></strong>$59/user/mo (2,500 credits/user/mo)</li><li><strong><strong><strong>Professional: </strong></strong></strong>$99/user/mo (4,000 credits/user/mo)</li><li><strong><strong><strong>Organization: </strong></strong></strong>$149/user/mo (6,000 credits/user/mo)</li></ul><p>Plans scale quickly as you unlock higher data limits, automation, and team features, making <strong>Apollo accessible for small teams</strong>, but more expensive at volume.</p><h3 id="5-cognism"><strong>5. Cognism</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/Cognism-LP.png" class="kg-image" alt="10 HubSpot Data Enrichment Tools Top Teams Use (2026)" loading="lazy" width="2000" height="979" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/Cognism-LP.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/Cognism-LP.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/Cognism-LP.png 1600w, https://www.findymail.com/blog/content/images/2026/03/Cognism-LP.png 2102w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.cognism.com/">Cognism</a></figcaption></figure><p><strong>Overview:</strong></p><p>Cognism is the <strong>king of EMEA and cold calling</strong> (specifically in Europe). If your HubSpot strategy relies on phone outreach, Cognism is one of the strongest data providers available.</p><p>It&#x2019;s particularly well known for <strong>verified mobile numbers</strong> and strict GDPR compliance, making it essential for teams selling into the UK and EU markets.</p><p><strong>The tradeoff is flexibility</strong>. Cognism is premium-priced and best suited for teams running phone-first outbound rather than lightweight enrichment workflows.</p><p><strong>Key Strengths for HubSpot:</strong></p><ul><li><strong>Best-in-Class Mobile Numbers: </strong>Especially strong coverage across EMEA.</li><li><strong>GDPR-First Data Collection: </strong>Built for European compliance.</li><li><strong>Native HubSpot Sync: </strong>Seamless contact and company enrichment.</li><li><strong>Intent Signals Included: </strong>Prioritize outreach based on buying behavior.</li></ul><p><strong>Ratings:</strong></p><ul><li><strong>G2:</strong> 4.5/5 (1,278)</li><li><strong>Capterra:</strong> 4.7/5 (247)</li></ul><p><strong>Pricing: Book a Demo</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/Cognism-Pricing.png" class="kg-image" alt="10 HubSpot Data Enrichment Tools Top Teams Use (2026)" loading="lazy" width="2000" height="970" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/Cognism-Pricing.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/Cognism-Pricing.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/Cognism-Pricing.png 1600w, https://www.findymail.com/blog/content/images/2026/03/Cognism-Pricing.png 2066w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.cognism.com/">Cognism</a></figcaption></figure><p>Cognism uses custom pricing based on data volume, regions, and use case. Access requires booking a demo. Here are the two plans:</p><ul><li><strong>Grow:</strong> Contact sales (Contact + Company Intelligence)</li><li><strong>Elevate:</strong> Contact sales (Contact + Company Intelligence + Market &amp; Buying Signals)</li></ul><h3 id="6-zoominfo"><strong>6. ZoomInfo</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/ZoomInfo-LP.png" class="kg-image" alt="10 HubSpot Data Enrichment Tools Top Teams Use (2026)" loading="lazy" width="2000" height="949" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/ZoomInfo-LP.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/ZoomInfo-LP.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/ZoomInfo-LP.png 1600w, https://www.findymail.com/blog/content/images/2026/03/ZoomInfo-LP.png 2111w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.zoominfo.com/">ZoomInfo</a></figcaption></figure><p><strong>Overview:</strong></p><p>ZoomInfo is the <strong>enterprise heavyweight</strong>. It&#x2019;s built for large organizations running complex, account-based strategies inside HubSpot.</p><p>Where ZoomInfo stands out is <strong>Buying Intent data</strong>. It helps teams identify which accounts are actively researching solutions, making it ideal for strategic account mapping and ABM workflows.</p><p><strong>The tradeoff?</strong> Cost. ZoomInfo is powerful, but rarely lightweight and consistent.</p><p><strong>Key Strengths for HubSpot:</strong></p><ul><li><strong>Rich Account Intelligence:</strong> Enrich records with technographics, revenue, firmographics, and detailed company attributes.</li><li><strong>Standardized Data Ingestion:</strong> Keep HubSpot clean and consistent with structured, normalized data inputs.</li><li><strong>Faster Lead Action:</strong> Improve lead scoring and routing with deeper account insights.</li><li><strong>Database Health Reporting:</strong> Monitor enrichment coverage and data quality directly through reporting dashboards.</li></ul><p><strong>Ratings:</strong></p><ul><li><strong>G2:</strong> 4.5/5 (8,954)</li><li><strong>Capterra:</strong> 4.1/5 (316)</li></ul><p><strong>Pricing: Contact Sales</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/ZoomInfo-Pricing.png" class="kg-image" alt="10 HubSpot Data Enrichment Tools Top Teams Use (2026)" loading="lazy" width="2000" height="989" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/ZoomInfo-Pricing.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/ZoomInfo-Pricing.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/ZoomInfo-Pricing.png 1600w, https://www.findymail.com/blog/content/images/2026/03/ZoomInfo-Pricing.png 2115w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.zoominfo.com/">ZoomInfo</a></figcaption></figure><p>In order to access Zoominfo&#x2019;s pricing you need to get in touch with their team. Here is a quick breakdown of their sales plans:</p><ul><li><strong><strong><strong>ZoomInfo Professional: </strong></strong></strong>Take prospecting to the next level with reliable contact &amp; company data.</li><li><strong><strong><strong>Copilot Advanced: </strong></strong></strong>AI driven account prioritization based on unique B2B signals &amp; deeper insights.</li><li><strong><strong><strong>Copilot Enterprise: </strong></strong></strong>Scale your GTM strategy through AI-generated account summaries, advanced signals &amp; more.</li></ul><h3 id="7-lusha"><strong>7. Lusha</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/Lusha-LP.png" class="kg-image" alt="10 HubSpot Data Enrichment Tools Top Teams Use (2026)" loading="lazy" width="2000" height="985" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/Lusha-LP.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/Lusha-LP.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/Lusha-LP.png 1600w, https://www.findymail.com/blog/content/images/2026/03/Lusha-LP.png 2123w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.lusha.com/">Lusha</a></figcaption></figure><p><strong>Overview:</strong></p><p>Lusha is the <strong>SDR&#x2019;s go-to Chrome extension</strong>. Lusha is a B2B sales intelligence platform with 300M+ business profiles, delivering direct phone numbers, emails, and company data at the click of a button.</p><p><strong>Where Lusha really shines is speed</strong>. Its Chrome extension reveals contact details directly on LinkedIn, company websites, or inside HubSpot. <strong>It&#x2019;s built for reps who live on LinkedIn</strong> and want fast answers, not complex workflows. Lusha also layers in buyer intent signals, job change alerts, technographics, and AI-powered recommendations to help teams prioritize who to contact first.</p><p><strong>The tradeoff?</strong> Coverage. Data quality is strongest in North America and the UK. Outside those regions (especially parts of Europe, APAC, and non-English markets) accuracy and availability can drop.</p><p><strong>Key Strengths for HubSpot:</strong></p><ul><li><strong>One-Click Enrichment:</strong> Instantly enrich HubSpot records from LinkedIn or the web.</li><li><strong>No Manual Copy-Paste:</strong> Reduce human error by syncing data directly into HubSpot.</li><li><strong>Faster SDR Workflows:</strong> Spend less time on data entry and more time actually selling.</li></ul><p><strong>Ratings:</strong></p><ul><li><strong>G2:</strong> 4.3/5 (1,602)</li><li><strong>Capterra:</strong> 4.0/5 (396)</li></ul><p><strong>Pricing: Starts at $49.90</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/Lusha-Pricing.png" class="kg-image" alt="10 HubSpot Data Enrichment Tools Top Teams Use (2026)" loading="lazy" width="2000" height="1010" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/Lusha-Pricing.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/Lusha-Pricing.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/Lusha-Pricing.png 1600w, https://www.findymail.com/blog/content/images/2026/03/Lusha-Pricing.png 2100w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.lusha.com/">Lusha</a></figcaption></figure><p>Lusha uses a credit-based model that scales with usage:</p><ul><li><strong>Starter:</strong> $49.90/mo (1 seat, 400 credits/mo)</li><li><strong>Pro:</strong> $69.90/mo (Min. 2 seats, 600 credits/mo)</li><li><strong>Premium:</strong> $399.90/mo (Min. 5 seats, 600 credits/mo)</li><li><strong>Scale:</strong> Custom pricing with credits received upfront</li></ul><p>Plans adjust based on the number of credits your team needs.</p><h3 id="8-kaspr"><strong>8. Kaspr</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/Kaspr-LP.png" class="kg-image" alt="10 HubSpot Data Enrichment Tools Top Teams Use (2026)" loading="lazy" width="2000" height="996" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/Kaspr-LP.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/Kaspr-LP.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/Kaspr-LP.png 1600w, https://www.findymail.com/blog/content/images/2026/03/Kaspr-LP.png 2131w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.kaspr.io/">Kaspr</a></figcaption></figure><p><strong>Overview:</strong></p><p>Kaspr is a <strong>LinkedIn-first enrichment tool</strong> with a clear sweet spot: Europe. It&#x2019;s built to help B2B sales teams quickly find and verify professional emails and phone numbers directly from LinkedIn profiles.</p><p><strong>Kaspr wins on simplicity.</strong> Install the Chrome extension, open LinkedIn, and the data just appears. There&#x2019;s virtually no learning curve, which makes it a strong Lusha alternative for EMEA-focused teams. With Lusha, contacts pulled from LinkedIn can be pushed straight into HubSpot with real-time sync, eliminating manual data entry entirely.</p><p><strong>The tradeoff?</strong> Geography. Kaspr shines in Europe, but if your prospecting is US-heavy, platforms like Apollo or ZoomInfo typically offer broader coverage.</p><p><strong>Key Strengths for HubSpot:</strong></p><ul><li><strong>One-Click LinkedIn Enrichment:</strong> Pull emails and phone numbers directly from LinkedIn and <a href="https://www.findymail.com/blog/how-to-find-someones-email-address-on-linkedin/">Sales Navigator</a>.</li><li><strong>Seamless HubSpot Sync:</strong> Instantly push enriched contacts into HubSpot with no copy-paste.</li><li><strong>Reliable EMEA Coverage:</strong> Strong data quality across European markets.</li><li><strong>Low Learning Curve:</strong> Fast setup, fast results.</li></ul><p><strong>Ratings:</strong></p><ul><li><strong>G2:</strong> 4.4/5 (830)</li><li><strong>Capterra:</strong> 3.3/5 (3)</li></ul><p><strong>Pricing: Starts at &#x20AC;59</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/Kaspr-Pricing.png" class="kg-image" alt="10 HubSpot Data Enrichment Tools Top Teams Use (2026)" loading="lazy" width="2000" height="988" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/Kaspr-Pricing.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/Kaspr-Pricing.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/Kaspr-Pricing.png 1600w, https://www.findymail.com/blog/content/images/2026/03/Kaspr-Pricing.png 2086w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.kaspr.io/">Kaspr</a></figcaption></figure><p>Kaspr offers a limited free + starter plan, where credits are reportedly quickly exhausted. Paid plans scale like so:</p><ul><li><strong>Starter:</strong> &#x20AC;59/user/mo</li><li><strong>Business:</strong> &#x20AC;99/user/mo</li><li><strong>Enterprise:</strong> Custom pricing</li></ul><h3 id="9-surfe-ex-leadjet"><strong>9. Surfe (ex-Leadjet)</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/Surfe-LP.png" class="kg-image" alt="10 HubSpot Data Enrichment Tools Top Teams Use (2026)" loading="lazy" width="2000" height="1007" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/Surfe-LP.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/Surfe-LP.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/Surfe-LP.png 1600w, https://www.findymail.com/blog/content/images/2026/03/Surfe-LP.png 2149w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.surfe.com/">Surfe</a></figcaption></figure><p><strong>Overview:</strong></p><p>Surfe turns <strong>LinkedIn into a lightweight CRM</strong>. Built for sales reps who live in LinkedIn, it lets you enrich contacts, sync messages, and log activity without ever leaving the browser. Powered by waterfall enrichment, Surfe pulls data from multiple providers to find verified emails and phone numbers, then syncs everything directly into HubSpot.</p><p><strong>Where it shines is usability</strong>. The interface is intuitive, the LinkedIn integration is seamless, and reps can work faster with full CRM context right on a prospect&#x2019;s profile.</p><p><strong>The tradeoff? Focus.</strong> Surfe is deeply tied to LinkedIn. If most of your prospecting happens elsewhere, its value drops. And like all LinkedIn-dependent tools, occasional changes to LinkedIn&#x2019;s platform can require adjustments.</p><p><strong>Key Strengths for HubSpot:</strong></p><ul><li><strong>One-Click CRM Sync:</strong> Instantly add LinkedIn contacts to HubSpot without duplicates or errors.</li><li><strong>CRM Context on LinkedIn:</strong> See lead status, deals, and tasks directly on a contact&#x2019;s LinkedIn profile.</li><li><strong>Message Syncing:</strong> Log LinkedIn conversations automatically in HubSpot for clean follow-ups.</li><li><strong>Sales Navigator Exports:</strong> Push entire prospect lists into HubSpot with enrichment applied.</li></ul><p><strong>Ratings:</strong></p><ul><li><strong>G2:</strong> 4.6/5 (454)</li><li><strong>Capterra:</strong> 5.0/5 (2)</li></ul><p><strong>Pricing: Starts at $49</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/Surfe-Pricing.png" class="kg-image" alt="10 HubSpot Data Enrichment Tools Top Teams Use (2026)" loading="lazy" width="2000" height="983" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/Surfe-Pricing.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/Surfe-Pricing.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/Surfe-Pricing.png 1600w, https://www.findymail.com/blog/content/images/2026/03/Surfe-Pricing.png 2099w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.surfe.com/">Surfe</a></figcaption></figure><p>Surfe keeps pricing simple beyond its freemium plan:</p><ul><li><strong><strong><strong>Essential: </strong></strong></strong>$49/user/mo (150 email finder, 50 mobile phone finder, Unlimited email validation)</li><li><strong><strong><strong>Pro: </strong></strong></strong>$89/user/mo (1000 email finder, 100 mobile phone finder, Unlimited email validation)</li></ul><h3 id="10-builtwith"><strong>10. BuiltWith</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/BuiltWidth-LP.png" class="kg-image" alt="10 HubSpot Data Enrichment Tools Top Teams Use (2026)" loading="lazy" width="2000" height="1002" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/BuiltWidth-LP.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/BuiltWidth-LP.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/BuiltWidth-LP.png 1600w, https://www.findymail.com/blog/content/images/2026/03/BuiltWidth-LP.png 2099w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://builtwith.com/">BuiltWith</a></figcaption></figure><p>BuiltWith is the <strong>technographic specialist</strong>. It analyzes what technologies websites are built on, tracking 85,<strong>000+ web technologies</strong> across <strong>hundreds of millions of sites</strong>.</p><p><strong>Where it shines is precision targeting</strong>. If your HubSpot strategy depends on what tools prospects use (Shopify, Salesforce, HubSpot, Stripe, you name it) BuiltWith is essential for segmenting accounts based on their tech stack.</p><p><strong>The tradeoff?</strong> It&#x2019;s a specialist. BuiltWith tells you <em>what companies use</em>, not <em>who to contact</em>. You&#x2019;ll still need an enrichment tool to get the right people data.</p><p><strong>Key Strengths for HubSpot:</strong></p><ul><li><strong>Technographic Enrichment:</strong> Add data about the platforms and software your prospects use.</li><li><strong>Hyper-Specific Segmentation:</strong> Build lists and workflows in HubSpot based on tech stack criteria.</li><li><strong>Market Intelligence:</strong> Access broader market share and adoption trends for strategic targeting.</li></ul><p><strong>Ratings:</strong></p><ul><li><strong>G2:</strong> 4.3/5 (60)</li><li><strong>Capterra:</strong> 4.2 (29)</li></ul><p><strong>Pricing: Starts at $295</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/BuiltWith-Pricing.png" class="kg-image" alt="10 HubSpot Data Enrichment Tools Top Teams Use (2026)" loading="lazy" width="2000" height="992" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/BuiltWith-Pricing.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/BuiltWith-Pricing.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/BuiltWith-Pricing.png 1600w, https://www.findymail.com/blog/content/images/2026/03/BuiltWith-Pricing.png 2120w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://builtwith.com/">BuiltWith</a></figcaption></figure><p>Pricing <strong>ramps up fast</strong> with BuiltWith, but core functionality stays consistent across tiers. The difference is usage limits and access volume.</p><ul><li><strong>Basic:</strong> $295/mo (Technologies 2, Keywords 2, Retail Reports 2, System Logins 1)</li><li><strong>Pro:</strong> $495/mo (Technologies unlimited, Keywords unlimited, Retail Reports unlimited, System Logins unlimited)</li><li><strong>Team:</strong> $995/mo (Technologies unlimited, Keywords unlimited, Retail Reports unlimited, System Logins unlimited)</li></ul><h2 id="final-thoughts"><strong>Final Thoughts</strong></h2><p>Your HubSpot CRM should be a revenue engine, not a digital graveyard full of outdated emails and ghost contacts.</p><p>In 2026, the difference between campaigns that perform and ones that flop often comes down to one thing: <strong>data quality</strong>. If emails bounce, job titles are wrong, or records are incomplete, your automation breaks, your segmentation lies, and your SDRs waste hours chasing ghosts.</p><p>Data enrichment fixes the foundation. Clean data means better targeting, safer sending, smarter workflows, and a CRM you can actually trust.</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Ready to clean up your HubSpot data?</strong><br><br>Get a CRM health check with our experts and see exactly how <a href="https://www.findymail.com/crm-enrichment/">Findymail CRM Datacare</a> can turn messy records into revenue-ready data.</div></div><div class="kg-card kg-button-card kg-align-center"><a href="https://www.findymail.com/schedule-a-demo/" class="kg-btn kg-btn-accent">Schedule your CRM health check here</a></div><h2 id="faqs"><strong>FAQs</strong></h2><p></p><h3 id="1-what-is-data-enrichment-in-hubspot-and-why-is-it-essential-for-sales"><strong>1. What is data enrichment in HubSpot and why is it essential for sales?</strong></h3><p>HubSpot data enrichment is the process of automatically adding accurate information to your CRM records (like job titles, company details, LinkedIn URLs, phone numbers, and technographics).</p><p>For sales teams, this means:</p><ul><li>Less manual research</li><li>Better-qualified leads</li><li>More personalized outreach</li><li>Higher connect and reply rates</li></ul><p>Without enrichment, reps sell blind. With it, they sell with context.</p><h3 id="2-how-can-i-ensure-data-accuracy-when-i-automatically-update-new-records"><strong>2. How can I ensure data accuracy when I automatically update new records?</strong></h3><p>Accuracy comes down to <strong>verification + smart rules</strong>. Use enrichment tools that:</p><ul><li>Verify emails before adding them</li><li>Deduplicate records automatically</li><li>Track job changes and outdated data</li><li>Let you control which fields can be overwritten</li></ul><p>The goal isn&#x2019;t just <em>more data</em>, &#xA0;it&#x2019;s <strong>clean, validated data</strong> flowing into HubSpot in real time.</p><h3 id="3-does-hubspot-breeze-intelligence-provide-the-same-value-as-third-party-enrichment-tools"><strong>3. Does HubSpot Breeze Intelligence provide the same value as third-party enrichment tools?</strong></h3><p>Breeze Intelligence is convenient because it&#x2019;s native to HubSpot, and it works well for firmographic basics like company size and industry.</p><p>However, third-party tools (like Datacare) often provide:</p><ul><li>Stronger email verification</li><li>Better phone number coverage</li><li>Job change tracking</li><li>Deeper technographic and intent data</li></ul><p>Think of Breeze as a solid baseline. Specialized enrichment platforms go deeper and are often more reliable for outbound use cases.</p><h3 id="4-can-i-sync-my-existing-records-without-overwriting-manual-updates"><strong>4. Can I sync my existing records without overwriting manual updates?</strong></h3><p>Yes. Most advanced enrichment tools allow <strong>field-level control</strong>. You can choose to:</p><ul><li>Only fill empty fields</li><li>Update outdated data</li><li>Protect manually entered values</li><li>Log changes in custom fields</li></ul><p>This keeps your CRM improving automatically without erasing important human input.</p><h3 id="5-how-does-enriched-data-improve-marketing-and-form-shortening"><strong>5. How does enriched data improve marketing and form shortening?</strong></h3><p>Enriched data lets you <strong>ask less and know more</strong>.</p><p>Instead of long forms, you can collect just an email or company domain and enrich the rest (company size, industry, location, etc.) behind the scenes. That means:</p><ul><li>Higher form conversion rates</li><li>Better segmentation</li><li>More accurate lead scoring</li><li>Stronger personalization in campaigns</li></ul><p>Shorter forms = more leads. Enrichment makes those leads usable.</p><h3 id="6-is-it-possible-to-perform-bulk-enrichment-on-my-outdated-dataset"><strong>6. Is it possible to perform bulk enrichment on my outdated dataset?</strong></h3><p>Absolutely. Most enrichment platforms support <strong>batch or bulk processing</strong>.</p><p>You can upload hundreds(or thousands) of old HubSpot records and:</p><ul><li>Validate emails</li><li>Remove duplicates</li><li>Update job titles and companies</li><li>Add missing firmographic or technographic data</li></ul><p>It&#x2019;s one of the fastest ways to turn a stale database into a usable pipeline source again.</p>]]></content:encoded></item><item><title><![CDATA[CRM Data Cleansing 2026: Best Practices + Tools]]></title><description><![CDATA[Dirty CRM data is often considered a silent killer. Without strong CRM data quality and CRM data accuracy, bad data quietly breaks everything from lead routing all the way to email deliverability.

That’s why CRM data cleansing isn’t optional. It’s essential.]]></description><link>https://www.findymail.com/blog/crm-data-cleansing/</link><guid isPermaLink="false">65dc8507106b0d75db785cae</guid><category><![CDATA[CRMs]]></category><category><![CDATA[Sales]]></category><dc:creator><![CDATA[Valentin]]></dc:creator><pubDate>Mon, 22 Jun 2026 04:00:00 GMT</pubDate><media:content url="https://www.findymail.com/blog/content/images/2026/02/Group-161.jpg" medium="image"/><content:encoded><![CDATA[<img src="https://www.findymail.com/blog/content/images/2026/02/Group-161.jpg" alt="CRM Data Cleansing 2026: Best Practices + Tools"><p><strong>Picture this:</strong> you&#x2019;re back from your New Year&#x2019;s break, ready to crush Q1. You pull a fresh list from your <a href="https://www.findymail.com/blog/b2b-crm/">CRM</a>, hit send&#x2026; and hear the sound of <a href="https://www.findymail.com/blog/email-bounce-back/">bounced emails</a> and dead leads. <strong>So, what went wrong?</strong> You do some digging and find<strong> </strong>while you were away, your CRM quietly went stale. Contacts changed jobs, companies rebranded, and emails expired, turning your pipeline into a liability instead of an asset.</p><p>That&#x2019;s why <strong>CRM data cleansing matters</strong>.</p><p>In this guide, we&#x2019;ll cover what CRM data cleansing is, why clean CRM data <a href="https://www.findymail.com/blog/apolloio-alternatives/">drives sales</a> and marketing performance, how the process works, and the best CRM data cleansing tools to use in 2026, plus best practices to keep your CRM revenue-ready.</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Keep your CRM clean without babysitting it!</strong><br><br><a href="https://www.findymail.com/crm-enrichment/">Findymail&#x2019;s Datacare</a> is an always-on CRM data cleansing and enrichment tool that works while you&#x2019;re away. Outdated contacts, missing fields, duplicates, and bounce-prone emails get fixed automatically, so your CRM is always sales-ready.<br><br>Not sure where your data stands right now? Every demo includes a <strong>free CRM health check</strong> so you can see exactly what needs attention before Datacare touches a single record.</div></div><div class="kg-card kg-button-card kg-align-center"><a href="https://www.findymail.com/schedule-a-demo/" class="kg-btn kg-btn-accent">Book your CRM health check here!</a></div><div class="kg-card kg-callout-card kg-callout-card-white"><div class="kg-callout-text"><strong>TL;DR &#x2014; CRM Data Cleansing in 2026</strong><br><br>CRM data cleansing is the process of removing duplicates, fixing inaccurate records, validating contact details, and enriching missing fields to keep your CRM accurate and usable. Clean CRM data improves email deliverability, sales forecasting, lead routing, personalization, and even revenue performance to name just a few.<br><br><strong>Why CRM Data Gets Dirty Over Time:</strong><br>CRM data decays due to job changes, manual entry errors, duplicate records, outdated contact details, poor standardization, broken integrations, and more.<br><br><strong>Best Practices for Ongoing CRM Data Hygiene:</strong><br>Standardize data entry, delete outdated records, schedule regular audits, provide training and documentation, and automate validation and enrichment wherever possible.<br><br><strong>Best Data Cleansing Tools 2026:</strong><br>1. Findymail CRM Datacare<br>2. Breeze (formerly Clearbit)<br>3. LeadAngel<br>4. Dedupely<br>5. WinPure</div></div><h2 id="what-is-crm-data-cleansing">What Is CRM Data Cleansing?</h2><p>In a nutshell, <strong>CRM data cleansing</strong> is the process of keeping your CRM data accurate and usable. It involves identifying and removing <strong>duplicates, fixing incorrect or invalid information, and filling in missing fields</strong> so every contact and company record can actually be trusted.</p><p>That also means enforcing <strong>standardized data formats</strong> (from job titles and industries to countries and company names) and using <strong>manual checks or automated CRM data cleansing tools</strong> to keep everything clean at scale. When done right, clean CRM data powers better segmentation, higher deliverability, and more reliable sales and marketing decisions.</p><h3 id="what%E2%80%99s-included-in-crm-data-cleansing">What&#x2019;s Included In CRM Data Cleansing?</h3><p><em>Think of CRM data cleansing like spring-cleaning your revenue engine.</em></p><p>You&#x2019;re not just tossing out junk, you&#x2019;re reorganizing, fixing what&#x2019;s broken, and filling in the gaps so every <a href="https://www.findymail.com/blog/sales-email-sequence/">sales</a> and <a href="https://www.findymail.com/blog/cold-email-marketing/">marketing</a> action runs on reliable data. Below is what that actually means in practice.</p><!--kg-card-begin: html--><table style="border:none;border-collapse:collapse;font-family:&apos;Manrope&apos;,sans-serif;font-size:16px;color:#2B394E;">
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        <p style="margin:0;font-weight:700;line-height:1.3;">Stage</p>
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      <td style="border:1pt solid #000;padding:6pt;">
        <p style="margin:0;font-weight:700;line-height:1.3;">What It Does</p>
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        <p style="margin:0;font-weight:700;line-height:1.3;">What Gets Fixed</p>
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        <p style="margin:0;font-weight:700;line-height:1.3;">Why It Matters</p>
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    <!-- Deduplication -->
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        <p style="margin:0;font-weight:700;line-height:1.3;">Deduplication</p>
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        <p style="margin:0;line-height:1.3;">Finds and merges or removes duplicate records</p>
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        <p style="margin:0;line-height:1.3;">
          Multiple contacts for the same person / Duplicate companies and accounts / Records created by imports and form fills
        </p>
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        <p style="margin:0;line-height:1.3;">
          Prevents double-calling leads, skewed reporting, and broken account views
        </p>
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    <!-- Standardization -->
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        <p style="margin:0;font-weight:700;line-height:1.3;">Standardization</p>
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        <p style="margin:0;line-height:1.3;">Makes all fields follow the same format</p>
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        <p style="margin:0;line-height:1.3;">
          Job titles, countries, industries, capitalization, abbreviations, and field formats
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        <p style="margin:0;line-height:1.3;">
          Enables accurate segmentation, filtering, and automation
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    <!-- Verification -->
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        <p style="margin:0;font-weight:700;line-height:1.3;">Verification</p>
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      <td style="border:1pt solid #000;padding:6pt;">
        <p style="margin:0;line-height:1.3;">Confirms data is real, active, and usable</p>
      </td>
      <td style="border:1pt solid #000;padding:6pt;">
        <p style="margin:0;line-height:1.3;">
          Email addresses, phone numbers, company domains, and websites
        </p>
      </td>
      <td style="border:1pt solid #000;padding:6pt;">
        <p style="margin:0;line-height:1.3;">
          Protects deliverability, prevents wasted outreach, and improves routing
        </p>
      </td>
    </tr>

    <!-- Enrichment -->
    <tr>
      <td style="border:1pt solid #000;padding:6pt;">
        <p style="margin:0;font-weight:700;line-height:1.3;">Enrichment</p>
      </td>
      <td style="border:1pt solid #000;padding:6pt;">
        <p style="margin:0;line-height:1.3;">Fills in missing or incomplete data</p>
      </td>
      <td style="border:1pt solid #000;padding:6pt;">
        <p style="margin:0;line-height:1.3;">
          Company size, revenue, industry, job titles, seniority, LinkedIn profiles, and location data
        </p>
      </td>
      <td style="border:1pt solid #000;padding:6pt;">
        <p style="margin:0;line-height:1.3;">
          Turns partial records into sales-ready and marketing-ready profiles
        </p>
      </td>
    </tr>

  </tbody>
</table><!--kg-card-end: html--><h3 id="data-cleansing-vs-data-hygiene-vs-data-enrichment"><strong>Data Cleansing vs Data Hygiene vs Data Enrichment</strong></h3><p>If you use a CRM, you&#x2019;ve probably heard these three terms used interchangeably, even though they mean very different things. Understanding the difference between data cleansing, <a href="https://www.findymail.com/blog/what-is-data-hygiene/">data hygiene</a>, and <a href="https://www.findymail.com/blog/what-is-data-enrichment/">data enrichment</a> is key to keeping your CRM accurate and actionable.</p><p>Here&#x2019;s what each one actually does:</p><ul><li><strong>Data Cleansing:</strong> The process of fixing what&#x2019;s broken. CRM data cleansing removes duplicates, corrects inaccurate information, standardizes formats, and deletes invalid records so your data becomes usable again.</li><li><strong><strong><strong>Data Hygiene: </strong></strong></strong>The ongoing maintenance that keeps your CRM clean. Data hygiene is about preventing bad data from creeping back in through automation, validation rules, required fields, and regular audits.</li><li><strong>Data Enrichment:</strong> The process of filling in what&#x2019;s missing. Data enrichment adds or updates contact and company data (like job titles, firmographics, and emails) turning incomplete records into fully sales-ready profiles.</li></ul><h2 id="why-crm-data-gets-dirty-over-time-and-what-%E2%80%9Cdirty-data%E2%80%9D-actually-looks-like"><strong>Why CRM Data Gets Dirty Over Time (and What &#x201C;Dirty Data&#x201D; Actually Looks Like)</strong></h2><figure class="kg-card kg-image-card"><img src="https://www.findymail.com/blog/content/images/2026/02/image-46.png" class="kg-image" alt="CRM Data Cleansing 2026: Best Practices + Tools" loading="lazy" width="2000" height="1071" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/02/image-46.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/02/image-46.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/02/image-46.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/02/image-46.png 2400w" sizes="(min-width: 720px) 720px"></figure><p>Sadly,<strong> </strong><a href="https://www.findymail.com/blog/data-decay/">CRM data decay is inevitable</a>. Even if your database starts out squeaky clean, it begins to degrade the moment new records are added. Add in manual data entry, lead imports, form fills, and multiple teams touching the same records, and you have the perfect recipe for dirty CRM data.</p><ul><li><strong>Human Error:</strong> Mistakes made during data entry, such as typos or incorrect information.</li><li><strong>Data Duplication:</strong> When the same contact information is entered into the CRM system multiple times, it creates duplicates, leading to confusion and inefficiency.</li><li><strong>Outdated Information:</strong> People change jobs, <a href="https://www.findymail.com/blog/sales-titles/">titles </a>and contact details. Without regular updates, CRM data quickly becomes outdated.</li><li><strong>Incomplete Data:</strong> Sometimes, <a href="https://www.findymail.com/blog/prospecting-strategies/">sales reps</a> only pull in limited info on leads. It can be a missing name, contact details or preferences, etc. that lowers the overall quality of the data.</li><li><strong>Lack of Standardization:</strong> Without a standardized format for data entry, variations in data syntax or formatting can cause inconsistencies and errors in the database.</li><li><strong>Poor Data Management Practices:</strong> The absence of regular data cleaning and maintenance practices can lead to a gradual accumulation of bad data.</li><li><strong>Integration Issues</strong>: When CRM systems are <a href="https://www.findymail.com/blog/crm-integration/">not properly integrated</a>, it can result in incomplete or inaccurate data transfer.</li></ul><h3 id="why-crm-data-cleansing-is-critical-for-many-teams"><strong>Why CRM Data Cleansing Is Critical For Many Teams</strong></h3><p>Dirty CRM data is often considered a <strong>silent killer</strong>. Without strong <strong>CRM data quality</strong> and <strong>CRM data accuracy</strong>, bad data quietly breaks everything from lead routing all the way to email deliverability.</p><p>That&#x2019;s why <strong>CRM data cleansing isn&#x2019;t optional. It&#x2019;s essential.</strong></p><p>Here&#x2019;s how dirty CRM data hurts your business:</p><ul><li><strong>Sales forecasting:</strong> Duplicate and incomplete records turn pipeline forecasts into guesswork.</li><li><strong><strong><strong>Lead routing: </strong></strong></strong>Wrong job titles, locations, or company data send leads to the wrong reps, or nowhere at all.</li><li><strong><strong><strong>Personalization: </strong></strong></strong>When your CRM gets the details wrong, your messaging falls flat and response rates drop.</li><li><strong>Marketing attribution:</strong> Dirty data breaks campaign tracking, so you can&#x2019;t see what actually drives revenue.</li><li><strong>The cost of bad CRM data:</strong> From wasted ad spend to <a href="https://www.findymail.com/blog/verify-email-addresses-without-sending-email/">burned sender reputation</a>, poor data quality quietly drains your pipeline.</li></ul><h2 id="best-practices-for-ongoing-crm-data-hygiene"><strong>Best Practices for Ongoing CRM Data Hygiene</strong></h2><p>If you&#x2019;re waiting for &#x201C;signs&#x201D; that your CRM needs cleaning, you&#x2019;re already late. Good <strong>CRM data hygiene</strong> isn&#x2019;t reactive, it&#x2019;s continuous.</p><p>Here&#x2019;s how top teams keep their CRM data clean, accurate, and revenue-ready:</p><h3 id="standardize-your-data">Standardize Your Data</h3><figure class="kg-card kg-image-card"><img src="https://www.findymail.com/blog/content/images/2026/02/CRM-Data-Cleansing-3--That-would-be-great-.png" class="kg-image" alt="CRM Data Cleansing 2026: Best Practices + Tools" loading="lazy" width="1156" height="980" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/02/CRM-Data-Cleansing-3--That-would-be-great-.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/02/CRM-Data-Cleansing-3--That-would-be-great-.png 1000w, https://www.findymail.com/blog/content/images/2026/02/CRM-Data-Cleansing-3--That-would-be-great-.png 1156w" sizes="(min-width: 720px) 720px"></figure><p>Think of this as laying the foundation for everything that follows. Standardization means creating a clear, universal framework for how data is entered and stored in your CRM, and making sure everyone follows it.</p><p>That includes job titles, industries, company names, countries, deal stages, and more. When fields are consistent, you eliminate the small formatting errors and creative free-text entries that turn into duplicates, broken filters, and messy reporting later on.</p><p><strong>Keep it simple. Keep it consistent. Your future self will thank you.</strong></p><h3 id="delete-what-no-longer-belongs"><strong>Delete What No Longer Belongs</strong></h3><figure class="kg-card kg-image-card"><img src="https://www.findymail.com/blog/content/images/2026/02/image-47.png" class="kg-image" alt="CRM Data Cleansing 2026: Best Practices + Tools" loading="lazy" width="2000" height="1142" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/02/image-47.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/02/image-47.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/02/image-47.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/02/image-47.png 2400w" sizes="(min-width: 720px) 720px"></figure><p>One of the biggest causes of dirty CRM data isn&#x2019;t just bad data, it&#x2019;s too much data. Old leads, incomplete records, and contacts who no longer fit your ICP clutter your CRM and make it harder to find the signals that actually matter.</p><p>If a contact is missing critical information, has left the industry, or no longer aligns with your current go-to-market motion, it&#x2019;s okay to let them go. A smaller, cleaner CRM will always outperform a bloated one full of ghosts.</p><h3 id="run-regular-crm-data-audits"><strong>Run Regular CRM Data Audits</strong></h3><p>The best way to keep CRM data from drifting into chaos is to review it on a schedule. That means scanning for duplicates, missing fields, outdated company info, and invalid contact details.</p><p>Weekly audits are ideal for fast-moving teams, but even bi-weekly or monthly reviews will make a noticeable difference. What you want to avoid is waiting a full quarter, by then, data decay has already done damage.</p><h3 id="train-your-team-and-document-everything"><strong>Train Your Team and Document Everything</strong></h3><figure class="kg-card kg-image-card"><img src="https://www.findymail.com/blog/content/images/2026/02/image-48.png" class="kg-image" alt="CRM Data Cleansing 2026: Best Practices + Tools" loading="lazy" width="2000" height="1458" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/02/image-48.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/02/image-48.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/02/image-48.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/02/image-48.png 2400w" sizes="(min-width: 720px) 720px"></figure><p>Most dirty CRM data doesn&#x2019;t come from bad tools, it comes from inconsistent human behavior. Sales reps, marketers, and <a href="https://www.findymail.com/blog/types-of-crm-software/">RevOps teams</a> all interact with the CRM differently, and without clear guidelines, mistakes are inevitable.</p><p>Invest in training that shows your team exactly how data should be entered, updated, and maintained. Pair that with simple, accessible documentation so no one has to guess how a field should be filled out.</p><p>When everyone plays by the same rules, data quality improves fast.</p><h3 id="know-which-crm-data-matters-most"><strong>Know Which CRM Data Matters Most</strong></h3><figure class="kg-card kg-image-card"><img src="https://www.findymail.com/blog/content/images/2026/02/image-49.png" class="kg-image" alt="CRM Data Cleansing 2026: Best Practices + Tools" loading="lazy" width="2000" height="1526" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/02/image-49.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/02/image-49.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/02/image-49.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/02/image-49.png 2400w" sizes="(min-width: 720px) 720px"></figure><p>Not all CRM fields are equally important. Your data hygiene efforts should focus on the fields that directly affect revenue and decision-making, including:</p><ul><li><strong>Contact data:</strong> names, email addresses, job titles, company names, locations</li><li><strong>Sales data:</strong> deal stages, pipeline value, ownership, close dates</li><li><strong>Engagement data:</strong> email opens, form fills, website activity, event attendance</li><li><strong>Support data:</strong> tickets, resolutions, customer satisfaction</li><li><strong>Third-party data:</strong> firmographics, enrichment, lead source data</li></ul><p>When these fields are clean and accurate, everything from lead routing to personalization to forecasting works better.</p><h2 id="top-crm-data-cleansing-tools-in-2026"><strong>Top CRM Data Cleansing Tools in 2026</strong></h2><p>You <em>can</em> clean CRM data manually, but the best teams use <strong>CRM data cleansing tools</strong> to do it faster and more accurately. The right <strong>CRM data cleaning software</strong> automatically removes duplicates, validates contact details, and enriches missing fields so your CRM stays reliable and revenue-ready.</p><p>Here are some of the best tools for keeping your CRM data clean.</p><h3 id="1-findymail-crm-datacare"><strong>1. Findymail CRM Datacare</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/05/Datacare-LP-5.png" class="kg-image" alt="CRM Data Cleansing 2026: Best Practices + Tools" loading="lazy" width="2000" height="1020" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/05/Datacare-LP-5.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/05/Datacare-LP-5.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/05/Datacare-LP-5.png 1600w, https://www.findymail.com/blog/content/images/2026/05/Datacare-LP-5.png 2244w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.findymail.com/crm-enrichment/">Findymail CRM Datacare</a></figcaption></figure><p><strong>Overview</strong></p><p>With <a href="https://www.findymail.com/crm-enrichment/">Datacare</a>, Findymail goes beyond B2B contact data to become a fully automated <strong>CRM data cleansing and enrichment engine</strong>. Datacare continuously updates your CRM in real time by validating emails, filling in missing contact and company data, and deduplicating records, so sales and marketing teams always work from clean, accurate, and up-to-date CRM data.</p><p>Unlike most <a href="https://www.findymail.com/blog/crm-enrichment/">CRM enrichment tools</a> that only fill blank fields, <strong>Findymail&#x2019;s CRM</strong> <strong>Datacare also fixes what&#x2019;s already wrong</strong>. When a contact changes jobs or a company updates its domain, Datacare refreshes the record automatically and alerts you via Slack or inside your CRM, so you never miss a high-intent opportunity.</p><p><strong>Key Features</strong></p><ul><li><strong>Auto-Enrichment (Live + Batch): </strong>Automatically enriches new and existing CRM records in real time and through monthly full-database refreshes. Adds missing company and contact data without overwriting existing fields unless explicitly allowed.</li><li><strong>Job Change &amp; Company Tracking: </strong>Detects when contacts change jobs or companies the moment they happen. Automatically migrates contacts, creates new companies if needed, and triggers Slack alerts, webhooks, notes, or custom field updates.</li><li><strong>Verified Contact Data: </strong>Deep email verification removes invalid addresses or flags them in custom fields. Replaces outdated emails with fresh, verified data, keeping bounce rates below 5%.</li><li><strong>Comprehensive Data Cleansing &amp; Deduplication: </strong>Normalizes company names, standardizes countries, fixes invalid LinkedIn URLs, associates unlinked contacts, and continuously detects and merges duplicate companies and contacts, with full rollback support.</li><li><strong>Native CRM Integration &amp; Full Audit Trail: </strong>Runs directly inside major CRMs with no overlays or manual workflows. Every update, merge, and enrichment is logged with field-level history and rollback.</li></ul><p><strong>Ratings</strong></p><ul><li><strong>G2 </strong>-<strong> </strong>4.9/5 (57)</li><li><strong>Capterra </strong>-<strong> </strong>4.9/5 (7)</li></ul><p><strong>Pros </strong></p><ul><li><strong>Always-on CRM data enrichment</strong> keeps your database continuously clean and up to date.</li><li><strong>Verified contact data</strong> with a guaranteed email bounce rate of 5% or less.</li><li><strong>Real-time job change tracking</strong> so you can act on warm leads the moment they move.</li><li><strong>Native integrations with all major CRMs</strong> for seamless data sync and zero manual work.</li></ul><p><strong>Cons</strong></p><ul><li><strong>B<strong>uilt for control over customization</strong></strong>, Datacare favors accuracy and automation over highly custom or experimental enrichment workflows.</li></ul><p><strong>Pricing Plan</strong></p><figure class="kg-card kg-image-card"><img src="https://www.findymail.com/blog/content/images/2026/05/Datacare-Pricing-3.png" class="kg-image" alt="CRM Data Cleansing 2026: Best Practices + Tools" loading="lazy" width="2000" height="998" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/05/Datacare-Pricing-3.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/05/Datacare-Pricing-3.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/05/Datacare-Pricing-3.png 1600w, https://www.findymail.com/blog/content/images/2026/05/Datacare-Pricing-3.png 2196w" sizes="(min-width: 720px) 720px"></figure><p>Rather than charging per enrichment, Findymail CRM Datacare pricing is tied to the <strong>size of your database</strong>, giving teams consistent costs and removing the risk of usage-based spikes.</p><ul><li><strong>$500/month, billed annually: </strong>Enrichment + Job Tracking.</li><li><strong>Free CRM health check</strong> included with every Datacare demo</li></ul><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Want exact pricing for your database?</strong><br><br><a href="https://savvycal.com/findymail/b68bbc58?gclid=CjwKCAiAvaLLBhBFEiwAYCNTfxNRTzwqVswfdZDVqCnxdaIiWHHkwRn3tDbycqvrXie6ClyN24wN7RoCbpoQAvD_BwE&amp;d=30&amp;sid=687f82c8-f7c8-4f5a-87c1-64190d1694cc"><strong>Book a quick call with our sales experts</strong></a> to see Datacare in action, get a pricing plan tailored to your needs, and learn how it keeps your CRM data clean, accurate, and ready, all without the guesswork.</div></div><div class="kg-card kg-button-card kg-align-center"><a href="https://www.findymail.com/schedule-a-demo/" class="kg-btn kg-btn-accent">Book your CRM health check here!</a></div><h3 id="2-breeze-formerly-clearbit"><strong>2. Breeze (formerly Clearbit)</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/02/image-52.png" class="kg-image" alt="CRM Data Cleansing 2026: Best Practices + Tools" loading="lazy" width="2000" height="959" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/02/image-52.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/02/image-52.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/02/image-52.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/02/image-52.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.hubspot.com/products/artificial-intelligence">Hubspot</a></figcaption></figure><p><strong>Overview</strong></p><p>Clearbit (now rebranded as Breeze) was acquired by <a href="https://www.findymail.com/blog/hubspot-data-enrichment/">HubSpot </a>and folded into its CRM ecosystem. It still delivers rich <strong>B2B data and CRM enrichment</strong> from hundreds of sources, but it now lives entirely inside HubSpot&#x2019;s platform.</p><p>Where Clearbit once focused purely on showing you <em>who</em> to target, <strong>Breeze Intelligence</strong> combines data with built-in engagement tools. <strong>The tradeoff?</strong> To get the full value, you&#x2019;re effectively locked into HubSpot&#x2019;s CRM and pricing model.</p><p><strong>Key Features</strong></p><ul><li><strong><strong><strong>CRM Enrichment:</strong> </strong></strong>Instantly adds company size, industry, funding, and tech stack to CRM records, no manual research required.</li><li><strong>Prospecting Agent:</strong> An AI-powered assistant that automates prospect research, drafts personalized outreach, and handles scheduling and sending.</li><li><strong>Reveal:</strong> Identifies anonymous website visitors by matching IP addresses to company profiles, giving you firmographic data without form fills.<strong>Contact &amp; Company Lookup:</strong> Enter a domain or email to retrieve company and contact details, including job titles, seniority, social profiles, revenue range, and more.</li></ul><p><strong>Ratings</strong></p><ul><li><strong>G2 </strong>-<strong> </strong>4.4/5 (626)</li><li><strong>Capterra </strong>-<strong> </strong>4.5/5 (34)</li></ul><p><strong>Pros </strong></p><ul><li>Works seamlessly inside <strong>HubSpot CRM.</strong></li><li><strong>Enriches a wide range of data</strong>, including firmographics, job titles, tech stack, and social profiles.</li><li>Pay-per-use credit model with <strong>generous 50 free lookups</strong> to start.</li></ul><p><strong>Cons</strong></p><ul><li>No longer a standalone CRM data tool, full value requires using <strong>HubSpot.</strong></li><li>Can be <strong>expensive for startups and small teams</strong> with Hubspot&#x2019;s pricing structure.</li><li>Some users report <strong>outdated or inconsistent data.</strong></li></ul><p><strong>Pricing Plans</strong></p><figure class="kg-card kg-image-card"><img src="https://www.findymail.com/blog/content/images/2026/02/image-53.png" class="kg-image" alt="CRM Data Cleansing 2026: Best Practices + Tools" loading="lazy" width="2000" height="967" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/02/image-53.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/02/image-53.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/02/image-53.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/02/image-53.png 2400w" sizes="(min-width: 720px) 720px"></figure><p>Breeze isn&#x2019;t sold as a standalone product, it&#x2019;s bundled into <strong>HubSpot&#x2019;s platform</strong>. You can access Breeze&#x2019;s core <strong>CRM data cleansing and enrichment features</strong> through HubSpot&#x2019;s <strong>Starter </strong>or <strong>Professional plans</strong>, with the main differences being price, usage limits, and control.</p><ul><li><strong>Starter:</strong> $9/user/mo &#x2013; 500 Hubspot Creddits</li><li><strong>Professional: </strong>$1,300/user/mo &#x2013; 5,000 Hubspot Credits</li><li><strong>Enterprise:</strong> $4,700/user/mo &#x2013; 10,000 Hubspot Credits</li></ul><h3 id="3-leadangel">3. LeadAngel </h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/02/image-54.png" class="kg-image" alt="CRM Data Cleansing 2026: Best Practices + Tools" loading="lazy" width="2000" height="985" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/02/image-54.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/02/image-54.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/02/image-54.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/02/image-54.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.leadangel.com/">LeadAngel</a></figcaption></figure><p><strong>Overview</strong></p><p><a href="https://www.leadangel.com/">LeadAngel</a> is an enterprise-grade CRM data cleansing platform designed for complex B2B environments where accuracy directly impacts revenue. It specializes in advanced data deduplication, cleansing, enrichment, and routing, ensuring every record in systems like Salesforce, HubSpot, and MS Dynamics is clean, connected, and trustworthy.</p><p>Unlike lightweight cleanup tools, LeadAngel is built to handle large-scale CRM datasets with sophisticated matching logic that respects account hierarchies, ownership rules, and real-world buying relationships. The payoff is a reliable CRM foundation that supports precise routing, accurate reporting, and confident decision-making across enterprise B2B teams.</p><p><strong>Key Features</strong></p><ul><li><strong>CRM Data Cleansing &amp; Enrichment:</strong> Automatically deduplicates, standardizes, and enriches CRM records with accurate firmographic data&#x2014;keeping Salesforce and other enterprise CRMs clean, complete, and reliable.</li><li><strong>Advanced Lead-to-Account Matching:</strong> Uses enterprise-grade matching logic to connect every lead to the correct account, even in complex B2B environments with subsidiaries, hierarchies, and shared domains.</li><li><strong>Enterprise-Ready CRM Integration:</strong> Built for Salesforce-friendly ecosystems, ensuring clean data flows smoothly into routing, reporting, and scheduling workflows at scale.</li></ul><p>Ratings</p><ul><li><strong>G2 </strong>- 4.5/5 (45)</li><li><strong>Capterra </strong>- 5/5 (1)</li></ul><p><strong>Pros</strong></p><ul><li>Handles very <strong>complex, enterprise-level account structures</strong> where multiple account owners exist across products, regions, or business lines.</li><li><strong>Accurately routes leads</strong> to the correct owner, eliminating manual reassignment and reducing response delays.</li><li><strong>Supports custom lookup fields</strong> for Customer Success reps or additional account owners, critical for complex B2B sales organizations.</li><li><strong>Prevents misrouted leads</strong>, helping sales teams respond faster and improving overall customer experience.</li></ul><p><strong>Cons</strong></p><ul><li>Setup <strong>can take time</strong>.</li><li>Configuration <strong>may require expertise</strong>.</li><li><strong>May feel heavy</strong> for simple use cases.</li></ul><p><strong>Pricing</strong></p><figure class="kg-card kg-image-card"><img src="https://www.findymail.com/blog/content/images/2026/02/image-55.png" class="kg-image" alt="CRM Data Cleansing 2026: Best Practices + Tools" loading="lazy" width="2000" height="977" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/02/image-55.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/02/image-55.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/02/image-55.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/02/image-55.png 2400w" sizes="(min-width: 720px) 720px"></figure><ul><li><strong>Professional Plan:</strong> Built for growing teams. Supports core lead routing and two-way lead-to-account matching, with coverage for moderate data volumes and standard support.</li><li><strong>Professional Plus Plan:</strong> Designed for larger sales teams. Adds advanced routing across contacts and opportunities, data deduplication, and built-in scheduling.</li><li><strong>Custom Plans:</strong> Tailored for enterprise organizations. Scales to high data volumes and complex requirements, with custom features and support options.</li></ul><h3 id="4-dedupely"><strong>4. Dedupely</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/02/image-56.png" class="kg-image" alt="CRM Data Cleansing 2026: Best Practices + Tools" loading="lazy" width="2000" height="967" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/02/image-56.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/02/image-56.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/02/image-56.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/02/image-56.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://dedupe.ly/">Dedupely</a></figcaption></figure><p><strong>Overview</strong></p><p>If <strong>Datacare</strong> is a pure <strong>CRM data cleansing engine</strong> and <strong>Breeze</strong> is an all-in-one HubSpot solution, Dedupely sits in between as a simple, focused tool built to do one thing extremely well: <strong>CRM deduplication</strong>.</p><p>Designed for teams that want a fast, no-frills way to clean up duplicate contacts and accounts, Dedupely makes it easy to find, review, and merge records based on your own matching rules.</p><p><strong>Key Features</strong></p><ul><li><strong><strong><strong>Unlimited Deduplication:</strong> </strong></strong>Merge as many duplicate records as needed to keep your CRM clean and accurate.</li><li><strong>Real-time Duplicate Detection:</strong> Flags duplicates the moment new records are created.</li><li><strong>Auto-Merge &amp; Bulk Merge:</strong> Automatically or manually merge large batches of duplicate contacts and companies.</li><li><strong>Native CRM Integrations:</strong> Works directly with major CRMs like HubSpot, Salesforce, and Pipedrive.</li></ul><p><strong>Ratings</strong></p><ul><li><strong>G2 </strong>-<strong> </strong>4.5/5 (14)</li><li><strong>Capterra </strong>-<strong> </strong>4.9/5 (7)</li></ul><p><strong>Pros </strong></p><ul><li><strong>Simple and easy</strong> to use compared to feature-heavy alternatives.</li><li><strong>Excellent at detecting</strong> even subtle duplicate variations.</li></ul><p><strong>Cons</strong></p><ul><li><strong>Focused mainly on deduplication</strong>, no built-in enrichment or validation.</li><li><strong>Limited </strong>automation options.</li><li><strong>Dated </strong>user interface.</li></ul><p><strong>Pricing Plans</strong></p><figure class="kg-card kg-image-card"><img src="https://www.findymail.com/blog/content/images/2026/02/image-57.png" class="kg-image" alt="CRM Data Cleansing 2026: Best Practices + Tools" loading="lazy" width="2000" height="956" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/02/image-57.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/02/image-57.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/02/image-57.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/02/image-57.png 2400w" sizes="(min-width: 720px) 720px"></figure><p>For Dedupely, all features are included from their <strong>Starter Plan</strong>. The only difference? Pricing and CRM database size.</p><ul><li><strong>Starter:</strong> $40/mo &#x2013; Best for clients with up to 30,000 CRM records</li><li><strong>Basic:</strong> $80/mo &#x2013; Best for clients with up to 60,000 CRM records</li><li><strong>Pro:</strong> $140/mo &#x2013; Best for clients with up to 120,000 CRM records</li><li><strong>Premium:</strong> $280/mo &#x2013; Best for clients with up to 240,000 CRM records</li><li><strong>Gold: </strong>$540/mo &#x2013; Best for clients with up to 480,000 CRM records</li><li><strong>Enterprise:</strong> $800 - 2000/mo &#x2013; Best for clients with up to 1,000,000 &#x2013; 20, 000, 000 CRM records</li></ul><h3 id="5-winpure"><strong>5. WinPure</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/02/image-58.png" class="kg-image" alt="CRM Data Cleansing 2026: Best Practices + Tools" loading="lazy" width="2000" height="953" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/02/image-58.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/02/image-58.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/02/image-58.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/02/image-58.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://winpure.com/">WinPure</a></figcaption></figure><p><strong>Overview</strong></p><p><a href="https://winpure.com/lp-cleanmatch/?utm_source=google&amp;utm_medium=cpc&amp;utm_campaign=brand&amp;utm_source=google&amp;utm_medium=cpc&amp;utm_term=winpure&amp;utm_term=winpure&amp;utm_campaign=WinPure+Brand&amp;utm_source=adwords&amp;utm_medium=ppc&amp;hsa_acc=4879348580&amp;hsa_cam=19932235902&amp;hsa_grp=150850376547&amp;hsa_ad=680941847194&amp;hsa_src=g&amp;hsa_tgt=kwd-135736122&amp;hsa_kw=winpure&amp;hsa_mt=p&amp;hsa_net=adwords&amp;hsa_ver=3&amp;gad_source=1&amp;gad_campaignid=19932235902&amp;gbraid=0AAAAAD_kXu7C_spcD3T_CueM1lC7KU9Lm&amp;gclid=CjwKCAiAvaLLBhBFEiwAYCNTfwHwKJY8i6UFDoZGNPS5WRNXdyofx8vPa8EdOLmBnInEOm0R3PTzsBoC27YQAvD_BwE">WinPure </a>is a <strong>long-standing veteran</strong> in the CRM data cleansing space. As a data<strong> quality platform</strong>, Winpure was built to clean messy databases. With support for <strong>fuzzy matching, phonetic matching, and rule-based deduplication</strong>, WinPure excels at finding even hard-to-spot duplicate data and inconsistent records before layering in third-party data.</p><p><strong>Key Features</strong></p><ul><li><strong>Advanced AI Data-Matching:</strong> Uses advanced machine learning to detect exact, fuzzy, and relationship-based duplicates across large datasets in minutes.</li><li><strong>No Code Data Cleansing &amp; Standardization:</strong> Clean, format, and normalize CRM fields using pre-built rules, custom dictionaries, and address parsing, without writing a single line of code.</li><li><strong>Advanced Fuzzy Logic: </strong>Finds non-exact matches that basic tools miss, including misspellings, abbreviations, and inconsistent naming across records.</li><li><strong>Clean &amp; Match: </strong>Merge, purge, or consolidate duplicate records and export clean, standardized data directly back into your CRM.</li></ul><p><strong>Ratings</strong></p><ul><li><strong>G2 </strong>- 4.7/5 (74)</li><li><strong>Capterra </strong>-<strong> </strong>5/5 (2)</li></ul><p><strong>Pros</strong></p><ul><li><strong>Extremely accurate</strong> at identifying duplicates and near-duplicates.</li><li><strong>Easy for new users</strong> to pick up.</li><li><strong>Strong support team</strong>, including help with CRM migrations.</li></ul><p><strong>Cons</strong></p><ul><li><strong>More manual and semi-automated</strong> than modern always-on tools.</li><li><strong>No built-in</strong> CRM enrichment (requires external data sources).</li><li><strong>Outdated UI</strong> compared to newer platforms.</li></ul><p><strong>Pricing Plans</strong></p><figure class="kg-card kg-image-card"><img src="https://www.findymail.com/blog/content/images/2026/02/image-59.png" class="kg-image" alt="CRM Data Cleansing 2026: Best Practices + Tools" loading="lazy" width="2000" height="975" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/02/image-59.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/02/image-59.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/02/image-59.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/02/image-59.png 2400w" sizes="(min-width: 720px) 720px"></figure><p><strong>WinPure uses custom pricing</strong> based on your data volume and use case. Like Findymail, &#xA0;you&#x2019;ll need to contact their sales team to get a quote or access a free trial.</p><p>The good news is that <strong>all core CRM data cleansing features are included from the entry-level plan</strong>, so you&#x2019;re not forced into higher tiers just to unlock essential deduplication and standardization tools.</p><ul><li><strong>Essential: </strong>Contact Sales &#x2013; Ideal for small teams with basic data cleansing requirments</li><li><strong>Professional: </strong>Contact Sales &#x2013; Ideal for teams needing advanced record unification</li><li><strong>Enterprise: </strong>Contact Sales &#x2013; Engineered for large-scale data operations across the organization</li></ul><h2 id="closing-thoughts"><strong>Closing Thoughts</strong></h2><p>Your CRM is only as good as the data inside it. Outdated records, duplicates, and missing fields quietly hurt deliverability, waste sales time, and drag down revenue &#xA0;while clean, accurate data makes every campaign and sales motion more effective.</p><p>CRM data cleansing isn&#x2019;t a one-off task, it&#x2019;s a growth lever. When your data stays fresh, validated, and enriched, your team can target better, personalize smarter, and close more deals.</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>That&#x2019;s what Findymail CRM Datacare is built for!</strong><br><br>It keeps your CRM clean, deduplicated, and enriched automatically, so your revenue teams always work with data they can trust. <br><br>Ready to turn clean data into more pipeline? <a href="https://www.findymail.com/crm-enrichment/">Datacare</a> is where it starts. &#x1F680;</div></div><div class="kg-card kg-button-card kg-align-center"><a href="https://www.findymail.com/schedule-a-demo/" class="kg-btn kg-btn-accent">Schedule a call with our Datacare experts here!</a></div><h2 id="frequently-asked-questions">Frequently Asked Questions</h2><h3 id="what-is-crm-data-cleansing-1">What is CRM data cleansing?</h3><p>CRM data cleansing is the process of cleaning, validating, and standardizing the information inside your CRM. This includes removing duplicate records, fixing incorrect or outdated contact details, validating email addresses, and enriching missing company or contact fields so your database stays accurate and usable.</p><h3 id="why-is-crm-data-quality-important">Why is CRM data quality important?</h3><p>CRM data quality directly impacts sales and marketing performance. Poor data leads to bounced emails, wasted outreach, bad reporting, and even missed revenue opportunities. Clean data improves email deliverability, targeting accuracy, pipeline visibility, and overall conversion rates.</p><h3 id="what-is-the-best-crm-data-cleansing-software">What is the best CRM data cleansing software?</h3><p>The best CRM data cleansing software combines four key capabilities: deduplication, validation, enrichment, and native CRM sync. Tools like Findymail Datacare stand out because they continuously clean, validate, and enrich CRM data in real time, instead of relying on manual imports or one-off cleanups. The best choice depends on whether you need pure deduplication, full data enrichment, or an automated system that runs behind the scenes.</p><h3 id="how-much-does-crm-data-cleansing-cost">How much does CRM data cleansing cost?</h3><p>Pricing depends on your database size, update frequency, and whether enrichment is included. With Findymail, you can book a call with our sales team to get a full Datacare walkthrough and a pricing plan tailored to your needs &#x2014; so you only pay for what you actually use.</p>]]></content:encoded></item><item><title><![CDATA[Top 15 Cognism Alternatives in 2026 (Findymail, Apollo, Lusha & More)]]></title><description><![CDATA[This comprehensive guide examines the best Cognism alternatives and top competitors available in 2026.]]></description><link>https://www.findymail.com/blog/cognism-alternatives/</link><guid isPermaLink="false">68a2e8662fad8c5379bf59c2</guid><category><![CDATA[Cold Email]]></category><dc:creator><![CDATA[Valentin]]></dc:creator><pubDate>Mon, 22 Jun 2026 04:00:00 GMT</pubDate><media:content url="https://www.findymail.com/blog/content/images/2026/02/Congism-Alt-cover--1-.png" medium="image"/><content:encoded><![CDATA[<img src="https://www.findymail.com/blog/content/images/2026/02/Congism-Alt-cover--1-.png" alt="Top 15 Cognism Alternatives in 2026 (Findymail, Apollo, Lusha &amp; More)"><p>Cognism is a solid tool, but it&apos;s not the right fit for every team. Credit limits, opaque pricing, patchy US coverage, and a learning curve that takes weeks to clear are the complaints that come up most. If any of those sound familiar, this guide is for you.</p><p>Below are <strong>15 Cognism alternatives worth considering in 2026</strong>, with a clear breakdown of what each one does best and who it&apos;s actually built for.</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Cognism&apos;s data quality is strongest in Europe. If you&apos;re targeting anyone else, you&apos;re working with gaps.</strong><br><br><strong><a href="https://www.findymail.com">Findymail</a> </strong>verifies every contact in real time and guarantees a bounce rate under 5%, whether you&apos;re prospecting in the US, Europe, or anywhere in between.</div></div><div class="kg-card kg-button-card kg-align-center"><a href="https://app.findymail.com/register" class="kg-btn kg-btn-accent">Get your first 10 emails free &#x2192;</a></div><div class="kg-card kg-toggle-card" data-kg-toggle-state="close"><div class="kg-toggle-heading"><h4 class="kg-toggle-heading-text">TL;DR &#x2013; Top 15 Cognism Alternatives in 2026</h4><button class="kg-toggle-card-icon"><svg id="Regular" xmlns="http://www.w3.org/2000/svg" viewbox="0 0 24 24"><path class="cls-1" d="M23.25,7.311,12.53,18.03a.749.749,0,0,1-1.06,0L.75,7.311"/></svg></button></div><div class="kg-toggle-content"><p><strong>The 15 Alternatives:</strong></p><ol><li><strong>Findymail:</strong> Best for data accuracy and transparent pricing.</li><li><strong>Apollo.io:</strong> Best all-in-one sales engagement and prospecting platform.</li><li><strong>Lusha:</strong> Best for quick LinkedIn prospecting.</li><li><strong>Kaspr:</strong> Best for real-time enrichment across 250+ data sources.</li><li><strong>UpLead:</strong> Best for quality-over-quantity contact data.</li><li><strong>Dropcontact: </strong>Best for bulletproof GDPR compliance in European markets.</li><li><strong>Hunter.io:</strong> Best for domain-based email discovery.</li><li><strong>Snov.io:</strong> Best budget all-in-one for startups combining finding and sending.</li><li><strong>LeadIQ:</strong> Best for AI-assisted LinkedIn prospecting with CRM sync.</li><li><strong>Seamless.AI: </strong>Best for real-time AI-enhanced contact data.</li><li><strong>Lead411:</strong> Best for US teams needing intent data and company triggers.</li><li><strong>ZoomInfo:</strong> Best for large enterprises with big budgets and complex needs.</li><li><strong>ContactOut:</strong> Best for recruiters finding personal and professional contact data.</li><li><strong>RocketReach:</strong> Best for reaching senior executive contacts.</li><li><strong>VoilaNorbert:</strong> Best simple, affordable option for freelancers.</li></ol></div></div><h2 id="cognism-alternatives-feature-comparison-table"><strong>Cognism Alternatives: Feature Comparison Table</strong></h2><p>When you compare Cognism to these solutions side-by-side, the best Cognism alternatives consistently outperform traditional offerings.<strong> Our comparison list evaluates each platform&apos;s strengths</strong> and identifies the most effective alternatives for different use cases.</p><!--kg-card-begin: html--><table style="border:none;border-collapse:collapse;"><colgroup><col width="84"><col width="86"><col width="86"><col width="86"><col width="86"><col width="86"><col width="86"></colgroup><tbody><tr style="height:38.5pt"><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.38;text-align: center;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Tool</span></p></td><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.38;text-align: center;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Email Search Accuracy</span></p></td><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.38;text-align: center;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Email Verification</span></p></td><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.38;text-align: center;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Integrations</span></p></td><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.38;text-align: center;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Automation</span></p></td><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.38;text-align: center;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Customer Support</span></p></td><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.38;text-align: center;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">LinkedIn Export</span></p></td></tr><tr style="height:27.25pt"><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Findymail</span></p></td><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">&#x2B50;&#x2B50;&#x2B50;&#x2B50;&#x2B50;</span></p></td><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 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style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">&#x2B50;&#x2B50;&#x2B50;&#x2B50;&#x2B50;</span></p></td><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">&#x2B50;&#x2B50;&#x2B50;&#x2B50;&#x2B50;</span></p></td><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">&#x2B50;&#x2B50;&#x2B50;&#x2B50;&#x2B50;</span></p></td><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">&#x2B50;&#x2B50;&#x2B50;&#x2B50;</span></p></td><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">&#x2B50;&#x2B50;&#x2B50;&#x2B50;</span></p></td><td style="border-left:solid #000000 1pt;border-right:solid #000000 1pt;border-bottom:solid #000000 1pt;border-top:solid #000000 1pt;vertical-align:top;padding:5pt 5pt 5pt 5pt;overflow:hidden;overflow-wrap:break-word;"><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;color:#000000;background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">&#x2B50;&#x2B50;&#x2B50;&#x2B50;</span></p></td></tr></tbody></table><!--kg-card-end: html--><h2 id="1-findymail-%E2%80%93-the-best-cognism-alternative"><strong>1. <strong>Findymail &#x2013; The Best Cognism Alternative</strong></strong></h2><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/06/Apollo-Alternatives_-Findymail-3.png" class="kg-image" alt="Top 15 Cognism Alternatives in 2026 (Findymail, Apollo, Lusha &amp; More)" loading="lazy" width="2000" height="1043" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/06/Apollo-Alternatives_-Findymail-3.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/Apollo-Alternatives_-Findymail-3.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/Apollo-Alternatives_-Findymail-3.png 1600w, https://www.findymail.com/blog/content/images/2026/06/Apollo-Alternatives_-Findymail-3.png 2317w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.findymail.com/">Findymail</a></figcaption></figure><h3 id="overview"><strong>Overview</strong></h3><p>Findymail is built around one thing most email finders still get wrong: <strong>charging you for contacts that don&apos;t actually work</strong>. Every email is verified in real time at the moment of request, not pulled from a database that was accurate six months ago. You only pay for what&apos;s deliverable, and if your bounce rate exceeds 5%, credits get refunded.</p><p>In Clay&apos;s independent benchmark, Findymail ranked first for both <a href="https://www.clay.com/data-tests/best-non-catchall-email-verifiers-2025">data quality</a> (98.15%) and <a href="https://www.clay.com/data-tests/best-work-email-provider-by-region-2025">data coverage</a> across all providers tested. Our platform also covers the full prospecting workflow: bulk email and phone finding, LinkedIn Sales Navigator export, AI-powered lead discovery via Intellimatch, buying signal monitoring via Signals, and continuous CRM enrichment via Datacare.</p><h3 id="key-features"><strong>Key Features</strong></h3><p>Findymail offers a comprehensive suite of <strong>B2B prospecting tools</strong> designed to streamline your lead generation process with advanced capabilities:</p><ul><li><strong>Bulk email &amp; phone number finder</strong> with industry-leading accuracy rates</li><li><strong>LinkedIn and Sales Navigator export</strong> capabilities for seamless prospecting workflows</li><li><strong>Describe your ideal customer in plain English</strong> <strong>with Intellimatch (AI Lead Finder)</strong> and get a verified, enriched lead list back in seconds, sourced from real company websites rather than oversaturated databases</li><li><strong>Monitor the web 24/7 for buying events tied to your ICP with Signals</strong>, including job changes, new hires, and topic mentions, delivering enriched, outreach-ready leads the moment a signal fires</li><li><strong>Chrome extension for instant enrichment</strong> directly from LinkedIn profiles</li><li><strong>Google Sheets add-on &amp; API access</strong> for custom integrations and bulk operations</li><li><strong>Real-time data verification</strong> ensuring every contact is deliverable and current</li><li><strong>CRM integrations</strong> with Salesforce, HubSpot, Pipedrive, and 50+ other platforms</li><li><strong>GDPR &amp; CCPA-compliant data sources</strong> providing peace of mind for European and US operations</li></ul><p>Compared to standard offerings, Findymail provides more up-to-date contact data with fewer credit restrictions and easier automation features, making it an ideal <strong>sales intelligence tool</strong> for modern sales teams.</p><h3 id="pros"><strong>Pros</strong></h3><ul><li><strong>Extremely accurate data</strong> with industry-leading low bounce rates under 5%</li><li><strong>No outdated contacts</strong> thanks to real-time verification and data refresh cycles</li><li><strong>Seamless integration</strong> with major CRMs and sales tools</li><li><strong>Simple UX/UI</strong> with fast setup requiring minimal technical expertise</li><li><strong>Flexible credit system</strong> without aggressive limits found in tools like Lusha</li><li><strong>Transparent, predictable pricing</strong> with no hidden fees or surprise charges</li><li><strong>Outstanding customer support team</strong> with rapid response times and expert guidance</li></ul><h3 id="best-for"><strong>Best For</strong></h3><p>Sales development reps, recruiting agencies, B2B marketers, growth hackers, and anyone needing reliable email addresses and phone numbers at scale. <strong>Particularly effective for teams requiring GDPR compliant tools and seamless CRM enrichment capabilities</strong>. This service is ideal for businesses seeking better data quality and accuracy.</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Most tools charge you whether the contact works or not, Findymail doesn&apos;t.</strong><br><br>Real-time verification, a guaranteed sub-5% bounce rate, and transparent pricing that scales with your team rather than against it. <strong><a href="https://www.findymail.com">Findymail</a> </strong>is the Cognism alternative built around data quality first.</div></div><div class="kg-card kg-button-card kg-align-center"><a href="https://app.findymail.com/register" class="kg-btn kg-btn-accent">Try Findymail free, no credit card required &#x2192;</a></div><h2 id="2-apolloio"><strong>2. Apollo.io</strong></h2><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/06/Lusha-Alternatives_-Apollo--1--2.png" class="kg-image" alt="Top 15 Cognism Alternatives in 2026 (Findymail, Apollo, Lusha &amp; More)" loading="lazy" width="2000" height="1070" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/06/Lusha-Alternatives_-Apollo--1--2.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/Lusha-Alternatives_-Apollo--1--2.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/Lusha-Alternatives_-Apollo--1--2.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/06/Lusha-Alternatives_-Apollo--1--2.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.apollo.io/">Apollo.io</a></figcaption></figure><h3 id="overview-1"><strong>Overview</strong></h3><p><a href="https://www.findymail.com/blog/apolloio-alternatives/">Apollo.io</a> offers a complete sales engagement and prospecting suite with a built-in <a href="https://www.findymail.com/blog/best-b2b-contact-databases/">B2B contact database</a>.</p><p>As one of the most comprehensive Cognism competitors, Apollo combines contact discovery, email sequencing, and sales analytics in a single platform, making it popular among teams running multichannel outbound campaigns.</p><h3 id="key-features-1"><strong>Key Features</strong></h3><ul><li><strong>Massive contact database</strong> with over 250 million contacts and 60 million companies</li><li><strong>Intent data and buying signals</strong> to identify prospects actively researching solutions</li><li><strong>Email &amp; call sequences</strong> with automated follow-ups and personalization</li><li><strong>CRM integrations</strong> with seamless sync capabilities</li><li><strong>LinkedIn prospecting extension</strong> for direct outreach from profiles</li><li><strong>Advanced filtering and segmentation</strong> for precise targeting</li><li><strong>Sales analytics and reporting</strong> to track campaign performance</li></ul><p><strong>The pricing is based on a freemium model</strong> with scalable plans, making Apollo one of the most affordable alternatives in the market.</p><p>Their Cognism alternatives pricing structure offers transparent costs without hidden fees, positioning it favorably in cost of Cognism alternatives comparisons.</p><h3 id="pros-1"><strong>Pros</strong></h3><ul><li><strong>Affordable starter plans</strong> making it accessible for small teams</li><li><strong>Great for multichannel outbound</strong> with email, phone, and LinkedIn capabilities</li><li><strong>Strong analytics</strong> providing detailed insights into campaign performance</li><li><strong>All-in-one platform</strong> reducing the need for multiple tools</li><li><strong>Regular database updates</strong> ensuring relatively fresh contact information</li></ul><h3 id="cons"><strong>Cons</strong></h3><ul><li><strong>Some data may be outdated</strong> particularly for smaller companies</li><li><strong>Export limits on lower tiers</strong> restricting scalability</li><li><strong>Interface can feel bloated</strong> with steep learning curve for new users</li><li><strong>Email deliverability varies</strong> depending on data quality and setup</li></ul><h3 id="best-for-1"><strong>Best for</strong></h3><p>Teams running high-volume outbound campaigns who need an integrated platform combining <strong>lead generation software</strong>, sequence automation, and performance analytics. Apollo represents an excellent choice when <strong>selecting alternatives</strong> that provide comprehensive sales engagement features.</p><h2 id="3-lusha"><strong>3. Lusha</strong></h2><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/06/Apollo-Alternatives_-Lusha-2.png" class="kg-image" alt="Top 15 Cognism Alternatives in 2026 (Findymail, Apollo, Lusha &amp; More)" loading="lazy" width="2000" height="1054" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/06/Apollo-Alternatives_-Lusha-2.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/Apollo-Alternatives_-Lusha-2.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/Apollo-Alternatives_-Lusha-2.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/06/Apollo-Alternatives_-Lusha-2.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.lusha.com/hp/">Lusha</a></figcaption></figure><h3 id="overview-2"><strong>Overview</strong></h3><p>Lusha is a widely used B2B data provider, particularly known for its LinkedIn email finder Chrome extension that enables users to discover business emails and phone numbers directly from profiles.</p><p>While it&apos;s easy to use and integrates with popular CRMs, <strong>Lusha faces criticism for its limited credit system</strong>, lack of transparent pricing, and concerns about GDPR compliance, especially for European users.</p><h3 id="key-features-2"><strong>Key Features</strong></h3><ul><li><strong>LinkedIn Chrome Extension</strong> for instant contact discovery</li><li><strong>Business email and phone number discovery</strong> with real-time enrichment</li><li><strong>Contact data export</strong> capabilities for bulk operations</li><li><strong>API access for integrations</strong> with custom workflows</li><li><strong>CRM integrations</strong> including Salesforce, HubSpot, and Pipedrive</li><li><strong>Global B2B contact database</strong> covering multiple regions</li><li><strong>Prospecting workflows</strong> with sequence automation</li></ul><h3 id="pros-2"><strong>Pros</strong></h3><ul><li><strong>Easy to use</strong>, especially for LinkedIn-based prospecting</li><li><strong>Smooth Chrome extension experience</strong> with intuitive interface</li><li><strong>Clean and intuitive UI</strong> requiring minimal training</li><li><strong>Quick access to contact data</strong> with one-click enrichment</li></ul><h3 id="cons-1"><strong>Cons</strong></h3><ul><li><strong>Limited credits</strong>, even on paid plans restricting usage</li><li><strong>Data quality can vary</strong> or be outdated for certain industries</li><li><strong>GDPR compliance is questionable</strong> in some regions</li><li><strong>Pricing lacks transparency</strong> with unclear credit structures</li><li><strong>Customer support can be slow</strong> to respond to issues</li></ul><h3 id="best-for-2"><strong>Best for</strong></h3><p>Startups or small sales teams who rely heavily on LinkedIn for lead generation and need a lightweight, straightforward tool for basic <strong>contact discovery</strong> and enrichment.</p><h2 id="4-kaspr"><strong>4. Kaspr</strong></h2><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/06/Apollo-Alternatives_-Kaspr-3.png" class="kg-image" alt="Top 15 Cognism Alternatives in 2026 (Findymail, Apollo, Lusha &amp; More)" loading="lazy" width="2000" height="1072" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/06/Apollo-Alternatives_-Kaspr-3.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/Apollo-Alternatives_-Kaspr-3.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/Apollo-Alternatives_-Kaspr-3.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/06/Apollo-Alternatives_-Kaspr-3.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.kaspr.io/">Kaspr</a></figcaption></figure><h3 id="overview-3"><strong>Overview</strong></h3><p>Kaspr is a real-time marketing <a href="https://www.findymail.com/blog/best-crm-data-enrichment-tools/">data enrichment tool</a>, adding 100+ attributes to leads and accounts. With deep CRM integrations for precise lead scoring, segmentation, and routing, Kaspr is ideal for marketing teams seeking to personalize campaigns and automate enrichment processes.</p><p>Kaspr excels in real-time data processing and represents one of the most effective alternatives for marketing automation.</p><h3 id="key-features-3">Key Features</h3><ul><li><strong>Real-time data enrichment</strong> with instant contact verification</li><li><strong>250+ data sources</strong> covering 395M+ contacts globally</li><li><strong>CRM and marketing automation integrations</strong> for seamless workflow</li><li><strong>Intent signals and website visitor identification</strong> for behavioral targeting</li><li><strong>API for custom workflows</strong> enabling advanced automation</li><li><strong>Advanced segmentation capabilities</strong> for targeted campaigns</li><li><strong>Lead scoring and routing</strong> based on enriched data attributes</li></ul><h3 id="pros-3"><strong>Pros</strong></h3><ul><li><strong>Highly detailed and fresh data</strong> with comprehensive contact profiles</li><li><strong>Seamless CRM/marketing automation integration</strong> reducing manual work</li><li><strong>Excellent for segmentation and lead scoring</strong> improving conversion rates</li><li><strong>Real-time enrichment</strong> ensuring data accuracy and relevance</li></ul><h3 id="cons-2"><strong>Cons</strong></h3><ul><li><strong>May lack coverage</strong> for startups or newly established businesses</li><li><strong>Some data can be incomplete</strong> for large enterprises with complex structures</li><li><strong>Chrome-only for some features</strong> limiting accessibility across browsers</li><li><strong>Occasional setup quirks</strong> requiring technical expertise</li></ul><h3 id="best-for-3"><strong>Best for</strong></h3><p>Marketing and sales teams prioritizing data enrichment tools and advanced segmentation capabilities for personalized outreach campaigns. </p><p><strong>Kaspr offers tailored options for businesses</strong> requiring sophisticated marketing automation and real-time data processing.</p><h2 id="5-uplead"><strong>5. UpLead</strong></h2><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/06/Apollo-Alternatives_-UpLead-3.png" class="kg-image" alt="Top 15 Cognism Alternatives in 2026 (Findymail, Apollo, Lusha &amp; More)" loading="lazy" width="2000" height="1078" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/06/Apollo-Alternatives_-UpLead-3.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/Apollo-Alternatives_-UpLead-3.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/Apollo-Alternatives_-UpLead-3.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/06/Apollo-Alternatives_-UpLead-3.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.uplead.com/">UpLead</a></figcaption></figure><h3 id="overview-4"><strong>Overview</strong></h3><p>UpLead is known for its high data accuracy rates and transparent pricing model, it appeals to small and medium businesses seeking reliable contact information without complex features. </p><div class="kg-card kg-callout-card kg-callout-card-green"><div class="kg-callout-text">For a comprehensive comparison of similar solutions, explore our detailed guide on <a href="https://www.findymail.com/blog/uplead-alternatives/">UpLead alternatives</a> to discover platforms that might better suit your specific prospecting needs.</div></div><h3 id="key-features-4"><strong>Key Features</strong></h3><ul><li><strong>Real-time email verification</strong> ensuring deliverability</li><li><strong>Advanced filters and segmentation</strong> for precise targeting</li><li><strong>Phone numbers access</strong> with verified direct dials</li><li><strong>CRM &amp; Zapier integrations</strong> for workflow automation</li><li><strong>Technology tracking</strong> to identify prospect tech stacks</li><li><strong>Contact enrichment</strong> with social media profiles and company data</li></ul><h3 id="pros-4"><strong>Pros</strong></h3><ul><li><strong>High data accuracy</strong> with low bounce rates</li><li><strong>Transparent pricing</strong> with clear credit structures</li><li><strong>Intuitive UI</strong> requiring minimal learning curve</li><li><strong>Good customer support</strong> with responsive assistance</li><li><strong>Compliance-focused</strong> with GDPR and CCPA adherence</li></ul><h3 id="cons-3"><strong>Cons</strong></h3><ul><li><strong>Limited credits on lower tiers</strong> restricting usage for growing teams</li><li><strong>Smaller database</strong> than top competitors like ZoomInfo or Apollo</li><li><strong>Fewer automation features</strong> compared to all-in-one platforms</li><li><strong>International coverage</strong> can be limited in certain regions</li></ul><h3 id="best-for-4"><strong>Best for</strong></h3><p>SMBs that value clean, reliable data over extensive features and prefer straightforward pricing models for their <strong>sales prospecting tools</strong>.</p><h2 id="6-dropcontact"><strong>6. Dropcontact</strong></h2><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/06/Apollo-Alternatives_-Dropcontact-2.png" class="kg-image" alt="Top 15 Cognism Alternatives in 2026 (Findymail, Apollo, Lusha &amp; More)" loading="lazy" width="2000" height="1081" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/06/Apollo-Alternatives_-Dropcontact-2.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/Apollo-Alternatives_-Dropcontact-2.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/Apollo-Alternatives_-Dropcontact-2.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/06/Apollo-Alternatives_-Dropcontact-2.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.dropcontact.com/?r=0">Dropcontact</a></figcaption></figure><h3 id="overview-5"><strong>Overview</strong></h3><p>Dropcontact is a <strong>GDPR-native data enrichment tool</strong> that automatically updates and corrects contact information.</p><p>Built specifically for European compliance requirements, Dropcontact focuses on privacy-first enrichment without storing personal data.</p><h3 id="key-features-5"><strong>Key Features</strong></h3><ul><li><strong>100% GDPR-compliant enrichment</strong> with privacy-by-design architecture</li><li><strong>Automatic contact cleaning</strong> and data standardization</li><li><strong>CRM integration</strong> with HubSpot, Salesforce, and other platforms</li><li><strong>Real-time updates</strong> ensuring contact information accuracy</li><li><strong>Email verification and correction</strong> for improved deliverability</li><li><strong>Data deduplication</strong> removing duplicate entries automatically</li></ul><h3 id="pros-5"><strong>Pros</strong></h3><ul><li><strong>Privacy-first design</strong> ensuring complete GDPR compliance</li><li><strong>Seamless with CRMs</strong> providing automatic enrichment workflows</li><li><strong>No stored database</strong> using real-time enrichment only</li><li><strong>Automatic data cleaning</strong> improving <a href="https://www.findymail.com/blog/crm-hygiene/">CRM hygiene</a></li><li><strong>European focus</strong> with strong regional data coverage</li></ul><h3 id="cons-4"><strong>Cons</strong></h3><ul><li><strong>No phone numbers</strong> limiting contact options</li><li><strong>Not ideal for U.S. data</strong> with weaker coverage outside Europe</li><li><strong>No Chrome extension</strong> requiring alternative workflows</li><li><strong>Limited prospecting features</strong> compared to full-service platforms</li></ul><h3 id="best-for-5"><strong>Best for</strong></h3><p>Companies needing<strong> GDPR-safe enrichment</strong> in Europe who prioritize privacy compliance over extensive prospecting features.</p><div class="kg-card kg-button-card kg-align-center"><a href="https://app.findymail.com/register" class="kg-btn kg-btn-accent">Try Findymail for free -&gt;</a></div><h2 id="7-hunterio"><strong>7. Hunter.io</strong></h2><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/06/Apollo-Alternatives_-Hunter-2.png" class="kg-image" alt="Top 15 Cognism Alternatives in 2026 (Findymail, Apollo, Lusha &amp; More)" loading="lazy" width="2000" height="1053" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/06/Apollo-Alternatives_-Hunter-2.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/Apollo-Alternatives_-Hunter-2.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/Apollo-Alternatives_-Hunter-2.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/06/Apollo-Alternatives_-Hunter-2.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://hunter.io/">Hunter.io</a></figcaption></figure><h3 id="overview-6"><strong>Overview</strong></h3><p><a href="https://www.findymail.com/blog/hunter-io-alternatives/">Hunter.io</a> is a well-known tool for finding and verifying professional emails based on domain names.</p><p>Popular among marketers and link builders, Hunter.io excels at domain-based email discovery and verification.</p><h3 id="key-features-6"><strong>Key Features</strong></h3><ul><li><strong>Domain search</strong> capabilities for finding all emails associated with a company</li><li><strong>Email verification</strong> ensuring deliverability and validity</li><li><strong>Bulk search</strong> operations for large-scale prospecting</li><li><strong>Chrome extension</strong> for browser-based email discovery</li><li><strong>Outreach campaigns</strong> with basic sequence automation</li><li><strong>Email patterns</strong> identification for systematic prospecting</li></ul><h3 id="pros-6"><strong>Pros</strong></h3><ul><li><strong>Easy to use</strong> with straightforward interface and workflows</li><li><strong>Affordable</strong> pricing suitable for small teams and freelancers</li><li><strong>Great for domain-based searches</strong> when targeting specific companies</li><li><strong>Reliable email verification</strong> with accurate deliverability scoring</li><li><strong>Good API documentation</strong> for custom integrations</li></ul><h3 id="cons-5"><strong>Cons</strong></h3><ul><li><strong>No phone numbers</strong> limiting contact discovery to email only</li><li><strong>Limited CRM features</strong> requiring additional tools for full workflow</li><li><strong>Fewer automation capabilities</strong> compared to comprehensive platforms</li><li><strong>Basic prospecting features</strong> lacking advanced segmentation and targeting</li></ul><h3 id="best-for-6"><strong>Best for</strong></h3><p>Marketers and link builders doing domain-based outreach who need reliable <strong>email finder</strong> capabilities without complex sales features.</p><h2 id="8-snovio"><strong>8. Snov.io</strong></h2><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/06/Apollo-Alternatives_-Snov.io-3.png" class="kg-image" alt="Top 15 Cognism Alternatives in 2026 (Findymail, Apollo, Lusha &amp; More)" loading="lazy" width="2000" height="1077" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/06/Apollo-Alternatives_-Snov.io-3.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/Apollo-Alternatives_-Snov.io-3.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/Apollo-Alternatives_-Snov.io-3.png 1600w, https://www.findymail.com/blog/content/images/2026/06/Apollo-Alternatives_-Snov.io-3.png 2392w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://snov.io/">Snov.io</a></figcaption></figure><h3 id="overview-7"><strong>Overview</strong></h3><p><a href="https://www.findymail.com/blog/snovio-alternatives/">Snov.io</a> combines email discovery with outreach automation, making it an all-in-one platform for email prospecting.</p><p>With built-in sequence capabilities and email verification, Snov.io appeals to startups combining lead discovery and cold emailing.</p><h3 id="key-features-7"><strong>Key Features</strong></h3><ul><li><strong>Email finder and verifier</strong> with domain and LinkedIn search</li><li><strong>Drip campaigns</strong> with automated follow-up sequences</li><li><strong>Chrome extension</strong> for browser-based prospecting</li><li><strong>API &amp; integrations</strong> for custom workflow automation</li><li><strong>Email tracking</strong> and analytics for campaign optimization</li><li><strong>CRM integration</strong> with popular sales platforms</li></ul><h3 id="pros-7"><strong>Pros</strong></h3><ul><li><strong>Affordable pricing</strong> making it accessible for startups</li><li><strong>Built-in outreach sequences</strong> eliminating need for separate tools</li><li><strong>Solid email verification</strong> improving deliverability rates</li><li><strong>All-in-one approach</strong> combining discovery and outreach</li><li><strong>Good value for money</strong> considering feature breadth</li></ul><h3 id="cons-6"><strong>Cons</strong></h3><ul><li><strong>User interface could be smoother</strong> with occasional navigation issues</li><li><strong>Phone number data is weak</strong> limiting contact options</li><li><strong>Less accurate for niche industries</strong> compared to specialized providers</li><li><strong>Email deliverability varies</strong> depending on setup and sender reputation</li></ul><h3 id="best-for-7"><strong>Best for</strong></h3><p>Startups combining lead discovery and cold emailing who need an affordable, integrated solution for their <strong>email outreach</strong> campaigns.</p><h2 id="9-leadiq"><strong>9. LeadIQ</strong></h2><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/06/Apollo-Alternatives_-LeadIQ-3.png" class="kg-image" alt="Top 15 Cognism Alternatives in 2026 (Findymail, Apollo, Lusha &amp; More)" loading="lazy" width="2000" height="1022" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/06/Apollo-Alternatives_-LeadIQ-3.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/Apollo-Alternatives_-LeadIQ-3.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/Apollo-Alternatives_-LeadIQ-3.png 1600w, https://www.findymail.com/blog/content/images/2026/06/Apollo-Alternatives_-LeadIQ-3.png 2319w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://leadiq.com/">LeadIQ</a></figcaption></figure><h3 id="overview-8"><strong>Overview</strong></h3><p>LeadIQ specializes in LinkedIn-based prospecting with real-time data capture and CRM sync.</p><p>Focused on sales development teams, LeadIQ provides AI-powered features for personalized outreach and seamless workflow integration.</p><h3 id="key-features-8"><strong>Key Features</strong></h3><ul><li><strong>Chrome extension</strong> for LinkedIn prospecting</li><li><strong>Real-time enrichment</strong> with instant data capture</li><li><strong>AI email writing</strong> for personalized message generation</li><li><strong>CRM integrations</strong> with Salesforce, HubSpot, and other platforms</li><li><strong>Contact tracking</strong> and relationship management</li><li><strong>Sales intelligence</strong> with contact insights and triggers</li></ul><h3 id="pros-8"><strong>Pros</strong></h3><ul><li><strong>Strong LinkedIn workflow</strong> optimized for social selling</li><li><strong>Seamless CRM sync</strong> maintaining data consistency</li><li><strong>AI-powered features</strong> improving message personalization</li><li><strong>Real-time data capture</strong> ensuring information accuracy</li><li><strong>Good for sales development</strong> with SDR-focused features</li></ul><h3 id="cons-7"><strong>Cons</strong></h3><ul><li><strong>Focused more on prospection than enrichment</strong> limiting use cases</li><li><strong>Limited data fields</strong> compared to comprehensive providers</li><li><strong>Higher cost for small teams</strong> with premium pricing model</li><li><strong>LinkedIn dependency</strong> reducing effectiveness for other channels</li></ul><h3 id="best-for-8"><strong>Best for</strong></h3><p>Sales teams doing outbound prospecting on LinkedIn who need AI-powered personalization and seamless CRM integration for their <strong>sales automation tools</strong>.</p><h2 id="10-seamlessai"><strong>10. Seamless.AI</strong></h2><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/06/Apollo-Alternatives_-SeamlessAI-3.png" class="kg-image" alt="Top 15 Cognism Alternatives in 2026 (Findymail, Apollo, Lusha &amp; More)" loading="lazy" width="2000" height="1077" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/06/Apollo-Alternatives_-SeamlessAI-3.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/Apollo-Alternatives_-SeamlessAI-3.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/Apollo-Alternatives_-SeamlessAI-3.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/06/Apollo-Alternatives_-SeamlessAI-3.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://seamless.ai/">Seamless.AI</a></figcaption></figure><h3 id="overview-9"><strong>Overview</strong></h3><p><strong>Seamless.AI</strong> provides live contact search and AI-powered <strong>data enrichment</strong> for sales and recruiting professionals.</p><p>With real-time data fetching and AI-enhanced insights, Seamless.AI targets teams needing fresh, accurate contact information.</p><h3 id="key-features-9"><strong>Key Features</strong></h3><ul><li><strong>Real-time email and phone discovery</strong> with live data search</li><li><strong>AI enrichment</strong> providing enhanced contact insights</li><li><strong>Chrome extension</strong> for browser-based prospecting</li><li><strong>Buyer intent data</strong> identifying prospects actively researching</li><li><strong>CRM sync</strong> with automated data updates</li><li><strong>Advanced filtering</strong> for precise targeting and segmentation</li></ul><h3 id="pros-9"><strong>Pros</strong></h3><ul><li><strong>Live data fetching</strong> ensuring maximum accuracy and freshness</li><li><strong>AI-enhanced insights</strong> providing context for better outreach</li><li><strong>Deep filtering</strong> capabilities for precise prospect identification</li><li><strong>Real-time verification</strong> reducing bounce rates significantly</li><li><strong>Comprehensive contact profiles</strong> with detailed information</li></ul><h3 id="cons-8"><strong>Cons</strong></h3><ul><li><strong>Some contact details inaccurate</strong> despite real-time claims</li><li><strong>Expensive for premium plans</strong> limiting accessibility for small teams</li><li><strong>Data quality depends on region</strong> with varying coverage globally</li><li><strong>Complex pricing structure</strong> making cost prediction difficult</li></ul><h3 id="best-for-9"><strong>Best for</strong></h3><p>Teams that need real-time, AI-enhanced <strong>B2B contact data</strong> and can invest in premium pricing for advanced features and capabilities.</p><h2 id="11-lead411"><strong>11. Lead411</strong></h2><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/06/Apollo-Alternatives_-Lead411-3.png" class="kg-image" alt="Top 15 Cognism Alternatives in 2026 (Findymail, Apollo, Lusha &amp; More)" loading="lazy" width="2000" height="1121" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/06/Apollo-Alternatives_-Lead411-3.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/Apollo-Alternatives_-Lead411-3.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/Apollo-Alternatives_-Lead411-3.png 1600w, https://www.findymail.com/blog/content/images/2026/06/Apollo-Alternatives_-Lead411-3.png 2377w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.lead411.com/">Lead411</a></figcaption></figure><h3 id="overview-10"><strong>Overview</strong></h3><p>Lead411 delivers verified contact details along with intent signals and company triggers.</p><p>Focused on the US market, Lead411 provides sales intelligence with real-time alerts and buying signal identification.</p><h3 id="key-features-10"><strong>Key Features</strong></h3><ul><li><strong>Email + direct dials</strong> with verified contact information</li><li><strong>Intent data</strong> identifying prospects actively researching solutions</li><li><strong>Chrome extension</strong> for browser-based prospecting</li><li><strong>CRM integrations</strong> with seamless data sync</li><li><strong>Real-time alerts</strong> for prospect activities and triggers</li><li><strong>Company intelligence</strong> with detailed firmographic data</li></ul><h3 id="pros-10"><strong>Pros</strong></h3><ul><li><strong>Good U.S. coverage</strong> with strong domestic data quality</li><li><strong>Real-time alerts</strong> for timely prospect engagement</li><li><strong>Decent price-performance ratio</strong> offering good value</li><li><strong>Intent data capabilities</strong> improving targeting effectiveness</li><li><strong>Verified contact information</strong> reducing bounce rates</li></ul><h3 id="cons-9"><strong>Cons</strong></h3><ul><li><strong>Interface feels outdated</strong> compared to modern alternatives</li><li><strong>International coverage limited</strong> focusing primarily on US market</li><li><strong>Fewer integrations</strong> than comprehensive platforms</li><li><strong>Limited automation features</strong> requiring manual processes</li></ul><h3 id="best-for-10"><strong>Best for</strong></h3><p>U.S.-based sales teams needing <strong>intent-based leads</strong> and real-time prospect intelligence for targeted outreach campaigns.</p><div class="kg-card kg-button-card kg-align-center"><a href="https://www.findymail.com/" class="kg-btn kg-btn-accent">-&gt; Try Findymail - Free credits available now!</a></div><h2 id="12-zoominfo"><strong>12. ZoomInfo</strong></h2><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/06/Apollo-Alternatives_-ZoomInfo-3.png" class="kg-image" alt="Top 15 Cognism Alternatives in 2026 (Findymail, Apollo, Lusha &amp; More)" loading="lazy" width="2000" height="1096" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/06/Apollo-Alternatives_-ZoomInfo-3.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/Apollo-Alternatives_-ZoomInfo-3.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/Apollo-Alternatives_-ZoomInfo-3.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/06/Apollo-Alternatives_-ZoomInfo-3.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: ZoomInfo</figcaption></figure><h3 id="overview-11"><strong>Overview</strong></h3><p>ZoomInfo is a premium-grade <strong>sales intelligence platform</strong> with an unmatched global database.nDesigned for enterprise-level organizations, ZoomInfo provides comprehensive contact data, intent signals, and advanced targeting capabilities.</p><p>However, when you compare Cognism&apos;s pricing and accessibility, <strong>ZoomInfo&apos;s costs often exceed smaller alternatives.</strong></p><h3 id="key-features-11"><strong>Key Features</strong></h3><ul><li><strong>Enterprise-level contact data</strong> with extensive global coverage</li><li><strong>Buyer intent &amp; technographic signals</strong> for advanced targeting</li><li><strong>Advanced segmentation</strong> with hundreds of filtering options</li><li><strong>CRM sync and automation</strong> with enterprise-grade integrations</li><li><strong>Sales intelligence</strong> with detailed company and contact insights</li><li><strong>Conversation intelligence</strong> with call recording and analysis</li></ul><h3 id="pros-11"><strong>Pros</strong></h3><ul><li><strong>Massive database</strong> with unparalleled contact coverage</li><li><strong>Advanced targeting</strong> capabilities with sophisticated filtering</li><li><strong>Deep integrations</strong> with enterprise sales and marketing stacks</li><li><strong>Comprehensive intelligence</strong> providing detailed prospect insights</li><li><strong>Enterprise-grade security</strong> meeting strict compliance requirements</li></ul><h3 id="cons-10"><strong>Cons</strong></h3><ul><li><strong>Very expensive</strong> with high minimum commitments</li><li><strong>Locked into contracts</strong> with limited flexibility</li><li><strong>Overkill for small teams</strong> with unnecessary complexity</li><li><strong>Steep learning curve</strong> requiring significant training investment</li><li><strong>Complex pricing</strong> making cost prediction difficult</li></ul><h3 id="best-for-11"><strong>Best for</strong></h3><p>Large B2B sales organizations with substantial budgets for comprehensive <strong>sales intelligence tools</strong> and enterprise-grade contact data requirements. ZoomInfo offers tailored options for enterprises requiring maximum database coverage and advanced features, though selecting alternatives with better <strong>pricing for competitors</strong> may benefit smaller organizations.</p><h2 id="13-contactout"><strong>13. ContactOut</strong></h2><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/06/Apollo-Alternatives_-ContactOut-2.png" class="kg-image" alt="Top 15 Cognism Alternatives in 2026 (Findymail, Apollo, Lusha &amp; More)" loading="lazy" width="2000" height="1113" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/06/Apollo-Alternatives_-ContactOut-2.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/Apollo-Alternatives_-ContactOut-2.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/Apollo-Alternatives_-ContactOut-2.png 1600w, https://www.findymail.com/blog/content/images/2026/06/Apollo-Alternatives_-ContactOut-2.png 2391w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://contactout.com/">ContactOut</a></figcaption></figure><h3 id="overview-12"><strong>Overview</strong></h3><p>ContactOut is a <strong>LinkedIn email finder</strong> Chrome extension focused on email and phone data for recruiters and salespeople.</p><p>Specializing in personal contact information, ContactOut appeals to recruitment professionals and sales teams targeting specific individuals.</p><h3 id="key-features-12"><strong>Key Features</strong></h3><ul><li><strong>Personal and work email finder</strong> with dual contact discovery</li><li><strong>Phone lookup</strong> including mobile and direct numbers</li><li><strong>LinkedIn overlay</strong> for seamless profile-based prospecting</li><li><strong>Gmail plugin</strong> for email-based contact discovery</li><li><strong>Bulk export</strong> capabilities for large-scale operations</li><li><strong>API access</strong> for custom integrations and workflows</li></ul><h3 id="pros-12"><strong>Pros</strong></h3><ul><li><strong>Easy to use</strong> with intuitive Chrome extension interface</li><li><strong>Includes personal emails</strong> expanding contact options</li><li><strong>Useful for recruitment</strong> with candidate-focused features</li><li><strong>Good for executive targeting</strong> with senior-level contact access</li><li><strong>Reasonable pricing</strong> for individual users and small teams</li></ul><h3 id="cons-11"><strong>Cons</strong></h3><ul><li><strong>Limited integrations</strong> compared to comprehensive platforms</li><li><strong>Data quality varies</strong> depending on profile and region</li><li><strong>Not scalable for teams</strong> lacking enterprise-grade features</li><li><strong>Privacy concerns</strong> with personal email discovery</li><li><strong>Limited automation</strong> requiring manual processes</li></ul><h3 id="best-for-12"><strong>Best for</strong></h3><p>Recruiters sourcing contacts from LinkedIn who need access to both personal and professional contact information for candidate outreach.</p><h2 id="14-rocketreach"><strong>14. RocketReach</strong></h2><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/06/Apollo-Alternatives_-RocketReach-2.png" class="kg-image" alt="Top 15 Cognism Alternatives in 2026 (Findymail, Apollo, Lusha &amp; More)" loading="lazy" width="2000" height="1052" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/06/Apollo-Alternatives_-RocketReach-2.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/Apollo-Alternatives_-RocketReach-2.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/Apollo-Alternatives_-RocketReach-2.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/06/Apollo-Alternatives_-RocketReach-2.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: RocketReach</figcaption></figure><h3 id="overview-13"><strong>Overview</strong></h3><p><a href="https://www.findymail.com/blog/rocketreach-alternatives/">RocketReach</a> helps find personal and professional emails across platforms, focusing on accuracy and depth.</p><p>With comprehensive contact discovery capabilities, RocketReach serves professionals needing detailed contact information for high-level prospects.</p><h3 id="key-features-13"><strong>Key Features</strong></h3><ul><li><strong>Domain and name search</strong> with flexible discovery options</li><li><strong>Email + phone verification</strong> ensuring contact accuracy</li><li><strong>Chrome extension</strong> for browser-based prospecting</li><li><strong>CRM sync</strong> with popular sales platforms</li><li><strong>Social media integration</strong> with comprehensive profile data</li><li><strong>Advanced search filters</strong> for precise targeting</li></ul><h3 id="pros-13"><strong>Pros</strong></h3><ul><li><strong>Accurate for senior profiles</strong> with executive-level contact data</li><li><strong>Simple UI</strong> requiring minimal learning curve</li><li><strong>Easy API access</strong> for custom integrations and workflows</li><li><strong>Comprehensive profiles</strong> with detailed contact information</li><li><strong>Good global coverage</strong> across multiple regions</li></ul><h3 id="cons-12"><strong>Cons</strong></h3><ul><li><strong>Credits used quickly</strong> limiting usage for high-volume operations</li><li><strong>Weak team features</strong> lacking collaborative capabilities</li><li><strong>High cost for high volume</strong> making scaling expensive</li><li><strong>Limited automation</strong> requiring manual contact discovery</li><li><strong>Basic CRM features</strong> compared to integrated platforms</li></ul><h3 id="best-for-13"><strong>Best for</strong></h3><p>Solo professionals sourcing executive contact data who need accurate, detailed information for high-value prospect targeting.</p><h2 id="15-voilanorbert"><strong>15. VoilaNorbert</strong></h2><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/06/Apollo-Alternatives_-VoilaNorbert-2.png" class="kg-image" alt="Top 15 Cognism Alternatives in 2026 (Findymail, Apollo, Lusha &amp; More)" loading="lazy" width="2000" height="1103" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/06/Apollo-Alternatives_-VoilaNorbert-2.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/Apollo-Alternatives_-VoilaNorbert-2.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/Apollo-Alternatives_-VoilaNorbert-2.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/06/Apollo-Alternatives_-VoilaNorbert-2.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.voilanorbert.com/">VoilaNorbert</a></figcaption></figure><h3 id="overview-14"><strong>Overview</strong></h3><p><strong>VoilaNorbert</strong> is a minimalist <strong>email finder and verifier</strong> tool built for freelancers and startups.</p><p>With a focus on simplicity and accuracy, VoilaNorbert provides straightforward email discovery and verification capabilities.</p><h3 id="key-features-14"><strong>Key Features</strong></h3><ul><li><strong>Email finder</strong> with domain and name-based search</li><li><strong>Email verifier</strong> ensuring deliverability and accuracy</li><li><strong>CSV upload</strong> for bulk email discovery and verification</li><li><strong>Outreach integrations</strong> with basic sequence capabilities</li><li><strong>API access</strong> for custom workflow automation</li><li><strong>Bulk operations</strong> for large-scale email processing</li></ul><h3 id="pros-14"><strong>Pros</strong></h3><ul><li><strong>Clean, simple UX</strong> with intuitive interface design</li><li><strong>Affordable for small volume</strong> making it accessible for startups</li><li><strong>Fast email checks</strong> with quick verification processing</li><li><strong>High accuracy rates</strong> for email discovery and verification</li><li><strong>Good customer support</strong> with responsive assistance</li></ul><h3 id="cons-13"><strong>Cons</strong></h3><ul><li><strong>No phone data</strong> limiting contact options to email only</li><li><strong>Lacks CRM functionality</strong> requiring additional tools for full workflow</li><li><strong>Not ideal for scaling</strong> with limited enterprise features</li><li><strong>Basic prospecting capabilities</strong> compared to comprehensive platforms</li><li><strong>Limited integrations</strong> restricting workflow automation</li></ul><h3 id="best-for-14"><strong>Best for</strong></h3><p>Freelancers or small teams doing quick email outreach who need simple, accurate <strong>email verification</strong> without complex sales features.</p><h2 id="how-to-choose-the-right-cognism-alternative"><strong>How to Choose the Right Cognism Alternative</strong></h2><p>The right Cognism alternative depends on what&apos;s actually breaking your current workflow. Here&apos;s a practical way to think through it:</p><p><strong>Data accuracy</strong> should come first. A large database full of stale contacts costs you more in bounces and reputation damage than it saves in coverage. Look for tools that verify in real time and back their claims with a bounce rate guarantee.</p><p><strong>Geographic coverage</strong> matters more than most teams realize until they hit a wall. Cognism is strong in Europe. If you&apos;re targeting US prospects at scale, several alternatives on this list serve that market better.</p><p><strong>GDPR and CCPA compliance</strong> isn&apos;t optional if you&apos;re selling into Europe or California. Verify the documentation rather than taking it on faith.</p><p><strong>CRM fit</strong> is where most teams underestimate the friction. An integration that works in a demo doesn&apos;t always work in production. Test it with your actual stack before committing.</p><p><strong>Pricing transparency</strong> is worth scrutinizing. Per-record costs, credit restrictions, and seat-based limits all add up differently depending on how your team prospects. Model out what you&apos;d actually spend at your volume before signing anything.</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>You&apos;ve seen the alternatives, the data accuracy and pricing case for Findymail is hard to argue with.</strong><br><br><strong><a href="https://www.findymail.com">Findymail</a> </strong>gives you verified contact data, a bounce rate guarantee, and pricing that doesn&apos;t punish you for growing. Start free and see how it performs against your current tool.</div></div><div class="kg-card kg-button-card kg-align-center"><a href="https://app.findymail.com/register" class="kg-btn kg-btn-accent">Start your free trial today &#x2192;</a></div><h2 id="cognism-alternativesfaq"><strong>Cognism Alternatives - FAQ</strong></h2><h3 id="what-is-the-most-accurate-cognism-alternative"><strong>What is the most accurate Cognism alternative?</strong></h3><p><strong>Findymail</strong> consistently ranks as the most accurate alternative, offering industry-leading email deliverability rates under 5% bounce rate.</p><p>With real-time verification and fresh data sources, Findymail ensures every contact is current and deliverable. &#xA0;<a href="https://www.findymail.com/">Visit Findymail</a> to experience the difference in data accuracy and start your free trial today.</p><h3 id="is-cognism-gdpr-compliant"><strong>Is Cognism GDPR compliant?</strong></h3><p>While the platform claims GDPR compliance, many European users report concerns about data sourcing and consent mechanisms.</p><p><strong>GDPR compliant tools</strong> like Dropcontact and Findymail offer more transparent compliance practices with privacy-by-design architecture, making them safer choices for European businesses requiring strict data protection adherence.</p><p>These alternatives provide better compliance documentation and clearer data policies.</p><h3 id="what-are-some-tools-better-than-cognism"><strong>What are some tools better than Cognism?</strong></h3><p>Several tools outperform the platform in specific areas: <strong>Findymail</strong> for data accuracy and CRM integration, <strong>Apollo.io</strong> for comprehensive sales engagement, <strong>Lusha</strong> for LinkedIn prospecting simplicity, and <strong>Dropcontact</strong> for GDPR compliance.</p><p>The best choice depends on your specific needs for <strong>B2B lead generation software</strong> and workflow requirements. Each alternative offers unique advantages over traditional services.</p><h3 id="is-findymail-a-good-cognism-alternative"><strong>Is Findymail a good Cognism alternative?</strong></h3><p>Yes, <strong>Findymail</strong> is an excellent alternative, offering superior data accuracy, seamless CRM integration, and transparent pricing.</p><p>Users consistently report higher email deliverability rates, better customer support, and more flexible credit systems compared to standard services. With GDPR compliance and real-time verification, Findymail provides a modern, reliable solution for <strong>sales prospecting tools</strong> and <strong>CRM enrichment</strong> needs.</p>]]></content:encoded></item><item><title><![CDATA[How to Enrich Data in Your Zoho CRM]]></title><description><![CDATA[Maximize your Zoho CRM’s value with data enrichment. Our article shows you the key strategies, tools and best practices to guide your way. ]]></description><link>https://www.findymail.com/blog/zoho-data-enrichment/</link><guid isPermaLink="false">66264059106b0d75db78600d</guid><category><![CDATA[CRMs]]></category><dc:creator><![CDATA[Valentin]]></dc:creator><pubDate>Mon, 22 Jun 2026 03:00:00 GMT</pubDate><media:content url="https://www.findymail.com/blog/content/images/2024/04/kenny-eliason-lbqZUefMLvQ-unsplash.jpg" medium="image"/><content:encoded><![CDATA[<img src="https://www.findymail.com/blog/content/images/2024/04/kenny-eliason-lbqZUefMLvQ-unsplash.jpg" alt="How to Enrich Data in Your Zoho CRM"><p>Data powers modern business, but raw data alone rarely tells the full story. Without context, even the largest contact database falls short of its potential. That&apos;s where data enrichment comes in.</p><p>By layering additional information onto your existing records, you build a clearer picture of every lead and customer, improving lead quality, sharpening customer insights, and creating more opportunities for revenue growth.</p><p>If your team runs on Zoho CRM, you have more enrichment options than you might think. This guide covers <strong>how to enrich data in Zoho CRM</strong>, <strong>the best tools to help you do it</strong>, and the <strong>practices worth building into your workflow</strong>.</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Opt for always-on enrichment!</strong><br><br>Every demo comes with <a href="https://www.findymail.com/crm-enrichment/">Datacare</a> comes with a free CRM health check, so you&apos;ll know exactly what&apos;s working, what isn&apos;t, and how Datacare can help. No commitment required.</div></div><div class="kg-card kg-button-card kg-align-center"><a href="https://www.findymail.com/schedule-a-demo/" class="kg-btn kg-btn-accent">Book your CRM health check here!</a></div><div class="kg-card kg-callout-card kg-callout-card-white"><div class="kg-callout-text"><strong>TL;DR &#x2013; How to Enrich Data in Your Zoho CRM</strong><br><br><strong>What Is Zoho CRM Enrichment?</strong> Zoho CRM&apos;s built-in enrichment is powered by Zia, its AI assistant, which automatically pulls contact details, social profiles, and predictive insights from across the web to keep your records complete and up to date.<br><br><strong>Why It Matters:</strong><br>1. Better lead scoring and prioritization<br>2. More targeted and personalized outreach<br>3. Cleaner pipelines with less manual data maintenance<br><br><strong>Top Data Enrichment Tools for Zoho CRM:</strong><br>1. <strong>Findymail CRM Datacare</strong> &#x2014; Best for always-on automated enrichment, deduplication, and data cleansing directly inside your Zoho CRM.<br>2. <strong>BuiltWith </strong>&#x2014; Best for technographic data to understand your prospects&apos; tech stacks.<br>3. <strong>LeadsBridge </strong>&#x2014; Best for syncing and enriching data across multiple platforms and ad networks.<br>4. <strong>DiscoverOrg </strong>&#x2014; Best for deep firmographic and contact data for enterprise-level prospecting.<br>5. <strong>Snov.io</strong> &#x2014; Best for email finding and verification combined with basic CRM enrichment.</div></div><h2 id="what%E2%80%99s-data-enrichment-in-zoho-crm"><strong>What&#x2019;s Data Enrichment in Zoho CRM?</strong></h2><p><strong>Data enrichment</strong> means supplementing existing data with additional information to make it more actionable. This can include adding details such as contact information, demographics, preferences and behavioral insights to existing CRM records.</p><p>The <a href="https://www.zoho.com/crm/">Zoho CRM&#x2019;s</a> built-in data enrichment feature is enhanced by its <strong>AI-powered solution, Zia</strong>. You can effortlessly and efficiently gather as much data on your lead as possible.</p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/image-4.png" class="kg-image" alt="How to Enrich Data in Your Zoho CRM" loading="lazy" width="2000" height="1268" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/image-4.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/image-4.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/image-4.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/03/image-4.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.zoho.com/crm/">Zoho</a></figcaption></figure><p>Zoho will scour the internet for relevant information related to your leads using only the lead&#x2019;s name, company name or website URL.</p><p>It can find a wealth of data from <a href="https://www.findymail.com/blog/how-to-find-an-email-address/">email addresses</a> to phone numbers, social media profiles and more. Then it will populate as many relevant fields as it can to complete the lead&#x2019;s record.</p><p>Your sales and marketing teams can use this data to <a href="https://www.findymail.com/blog/personalized-cold-emails-guide/">personalize their messaging</a> and <a href="https://www.findymail.com/blog/email-pitching/">sales pitches</a> &#x2013; boosting the overall relevance of their communications with leads.</p><p>However, with Zia, Zoho offers additional functionality: <strong>AI-driven predictive analytics. </strong>Zia AI can <a href="https://www.findymail.com/blog/sales-projection-calculation/">forecast future sales opportunities</a>, identify potential leads and <strong>predict customer behavior.</strong> It mainly does this by analyzing past data and trends, as well as leveraging <a href="https://www.deeplearning.ai/resources/natural-language-processing/">NLP (natural language processing)</a>.</p><p>With Zia AI&#x2019;s assistance, you can easily understand what customers truly need and <a href="https://www.findymail.com/blog/client-outreach/">adjust your strategies</a> accordingly. Even on a daily level, your teams can <a href="https://www.findymail.com/blog/prioritizing-sales-prospects/">prioritize</a> their outreach, having understood which leads are most likely to convert.</p><figure class="kg-card kg-bookmark-card"><a class="kg-bookmark-container" href="https://www.findymail.com/blog/lead-enrichment/"><div class="kg-bookmark-content"><div class="kg-bookmark-title">Ultimate Guide to Lead Enrichment</div><div class="kg-bookmark-description">You need a strategic approach to lead enrichment: what data to collect, how to keep it clean and most importantly, how to use it properly. In this article, we&#x2019;re taking a look at all things lead enrichment, so you don&#x2019;t only gather data &#x2013; but have a direction.</div><div class="kg-bookmark-metadata"><img class="kg-bookmark-icon" src="https://www.findymail.com/blog/content/images/size/w256h256/2024/03/symbol_darkpurple_bgtransparent_web.png" alt="How to Enrich Data in Your Zoho CRM"><span class="kg-bookmark-author">Findymail</span><span class="kg-bookmark-publisher">Valentin</span></div></div><div class="kg-bookmark-thumbnail"><img src="https://www.findymail.com/blog/content/images/2024/02/pexels-ds-stories-6991352.jpg" alt="How to Enrich Data in Your Zoho CRM"></div></a></figure><h2 id="the-benefits-of-data-enrichment-in-your-zoho-crm"><strong>The Benefits of Data Enrichment in Your Zoho CRM</strong></h2><h3 id="develop-more-holistic-customer-profiles"><strong>Develop More Holistic Customer Profiles</strong></h3><p>Data enrichment within Zoho CRM gives you <strong>a complete, 360-degree view of customer interactions</strong>, preferences and engagement history.</p><p>Since you&#x2019;re <a href="https://www.findymail.com/blog/crm-integration/">pulling data from so many sources</a> and platforms, Zoho CRM lets you <strong>centralize your knowledge</strong> to get a deeper understanding of your audience&#x2019;s needs, wants and behaviors, making it easier to create campaigns that resonate with the target.</p><p>For example, a company selling project management solutions can <a href="https://www.findymail.com/blog/lead-enrichment/">enrich its lead data</a> with additional insights such as the client&apos;s industry, company size, project management challenges and technology stack.</p><p>The company can create personalized campaigns showing how its project management solution <em>integrates </em>seamlessly with popular tools in the client&apos;s technology stack, addressing their <em>specific project management challenges</em> and, ultimately, helping them <em>improve project success rates.</em></p><h3 id="create-more-targeted-communications"><strong>Create More Targeted Communications</strong></h3><p>One of the key benefits of data enrichment in Zoho CRM is the ability to <strong>personalize communication effectively.</strong></p><p>You can <a href="https://www.findymail.com/blog/prospecting-strategies/">tailor outreach strategies</a> based on the complete picture you have of each customer, from the specific offers you send them down to crafting <a href="https://www.findymail.com/blog/catchy-email-subject-lines-for-sales/">the subject lines</a> they&#x2019;ll most likely click on.</p><p>Suppose you&apos;re selling automation solutions to other companies. Your CRM contains basic information about your clients. However, by enriching this data with additional insights like the industry, company size, annual revenue and specific challenges, your messages can become more relevant.</p><p>For example, instead of sending a generic email promoting your automation solution, you could craft a tailored message addressing the client&apos;s <strong>unique needs</strong>.</p><p>If your Zoho CRM data enrichment reveals that a potential client in the manufacturing industry with an annual revenue of $50M has challenges with <em>inventory management and operational efficiency,</em> you could highlight how your automation solution can <em>streamline inventory processes, improve operational efficiency</em> and contribute to <em>cost savings</em>.</p><h3 id="lead-scoring-precision-with-zoho-crm-enrichment"><strong>Lead Scoring Precision with Zoho CRM Enrichment</strong></h3><p>By incorporating enriched data into your lead scoring process, you can <strong>assess lead quality and potential more accurately</strong>. That way, sales can focus more on those high-quality leads most likely to turn into <a href="https://www.findymail.com/blog/closed-won-sales/">a deal</a>.</p><p>For example, let&apos;s consider a technology consulting firm that offers cybersecurity solutions. With Zoho CRM&apos;s data enrichment, their sales team gets additional insights such as the prospect&apos;s industry, company size, existing cybersecurity infrastructure and specific pain points.</p><p>Upon conducting <a href="https://www.findymail.com/blog/data-analytics/">data analysis</a>, they can assign a higher score to leads from industries with stringent cybersecurity regulations and larger companies with a greater need for robust cybersecurity solutions.</p><h3 id="zoho-crm-data-enrichment-leads-to-wiser-decisions"><strong>Zoho CRM Data Enrichment Leads to Wiser Decisions</strong></h3><p>If you&#x2019;re a sales leader, data enrichment can help you <strong>formulate intelligent decisions and </strong><a href="https://www.findymail.com/blog/sales-plan-examples/"><strong>strategies</strong></a><strong>.</strong> With consolidated knowledge of your most profitable accounts, you&#x2019;ll know where to expand and where to contract, ensuring your budget is fueling the most effective efforts.</p><p>At the same time, <strong>tracking your teams&#x2019; productivity and efficiency becomes a breeze</strong>. You know who <a href="https://www.findymail.com/blog/account-executive-responsibilities/">the Account Executives</a> with the best track record in specific types of deals are, so you can assign them where they&#x2019;re most useful.</p><p>Finally, data enrichment in Zoho CRM validates and verifies data coming in from multiple sources, so you can <strong>stay compliant</strong> and minimize regulatory risks.</p><h3 id="operational-successes"><strong>Operational Successes</strong></h3><p>As sales teams grow, the CRM &#x201C;bloats.&#x201D; All the data that was once accurate enough to execute ambitious strategies &#x201C;decays.&#x201D; This <a href="https://www.findymail.com/blog/data-decay/">data decay</a> gets exacerbated over time as more people come on board. Your teams are left with outdated information and the campaigns stop being as successful as they once were.</p><p>With data enrichment and the right Zoho CRM integrations, you can <strong>re-check and re-validate your data</strong>, so your people always have the information they need to complete their tasks.</p><p>In the long term, this leads to <strong>increased revenue</strong> (due to the efficiency of campaigns) and <strong>decreased costs</strong> (due to fewer efforts going wasted and a decreased need for <a href="https://www.findymail.com/blog/data-cleansing/">data cleansing</a>).</p><figure class="kg-card kg-bookmark-card"><a class="kg-bookmark-container" href="https://www.findymail.com/blog/email-finder-chrome-extensions/"><div class="kg-bookmark-content"><div class="kg-bookmark-title">The Top 7+ Email Finder Chrome Extensions for LinkedIn, Browsing, and More!</div><div class="kg-bookmark-description">Find your leads, no matter where they may be hiding! I&#x2019;m sharing my favorite 9 email finder Chrome extensions to boost your cold outreach results.</div><div class="kg-bookmark-metadata"><img class="kg-bookmark-icon" src="https://www.findymail.com/blog/content/images/size/w256h256/2024/03/symbol_darkpurple_bgtransparent_web.png" alt="How to Enrich Data in Your Zoho CRM"><span class="kg-bookmark-author">Findymail</span><span class="kg-bookmark-publisher">Valentin</span></div></div><div class="kg-bookmark-thumbnail"><img src="https://www.findymail.com/blog/content/images/2023/03/email-finder-extensions.jpg" alt="How to Enrich Data in Your Zoho CRM"></div></a></figure><h2 id="how-to-enable-data-enrichment-in-zoho"><strong>How to Enable Data Enrichment in Zoho</strong></h2><p>So how do you unlock this powerful feature in Zoho? It&#x2019;s fairly simple, just follow the steps below:</p><h3 id="1-navigate-to-data-enrichment-in-your-zoho-settings"><strong>1. </strong>Navigate to Data Enrichment in Your Zoho Settings</h3><p>To get started, sign in to your Zoho account and head to <strong>Setup &gt; Zia &gt; Data Enrichment</strong>. From there, click <strong>Get Started</strong>.</p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/image-8.png" class="kg-image" alt="How to Enrich Data in Your Zoho CRM" loading="lazy" width="2000" height="1192" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/image-8.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/image-8.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/image-8.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/03/image-8.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.zoho.com/crm/">Zoho</a></figcaption></figure><h3 id="2-click-%E2%80%9Cnew-enrichment%E2%80%9D-and-follow-the-prompts"><strong>2. Click &#x201C;New Enrichment&#x201D; and Follow the Prompts</strong></h3><p>Now, on the right-hand side of the page, look for the &#x201C;New Enrichment&#x201D; button. Click it and you will be instructed on what to do. You can select the module you want to enrich (leads, contacts, etc.).</p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/image-7.png" class="kg-image" alt="How to Enrich Data in Your Zoho CRM" loading="lazy" width="2000" height="829" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/image-7.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/image-7.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/image-7.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/03/image-7.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.zoho.com/crm/">Zoho</a></figcaption></figure><h3 id="3-map-your-fields"><strong>3. Map Your Fields</strong></h3><p>Finally, you want to map the fields you want to enrich with their respective values. As you can see, it&#x2019;s detailed and brings back info ranging from a company&#x2019;s annual revenue and employee count to social media profiles and more.</p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/image-9.png" class="kg-image" alt="How to Enrich Data in Your Zoho CRM" loading="lazy" width="2000" height="1277" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/image-9.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/image-9.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/image-9.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/03/image-9.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.zoho.com/crm/">Zoho</a></figcaption></figure><p>Once you have your fields mapped, then click Save. You should see a green tick marked on the next page for the corresponding module.</p><p>Now your data is being enriched by Zia. <strong>Don&#x2019;t overlook the mapping stage </strong>&#x2013; the first rule of <a href="https://www.findymail.com/blog/what-is-data-hygiene/">data hygiene</a> is ensuring your tools capture the right data in the right fields.</p><figure class="kg-card kg-bookmark-card"><a class="kg-bookmark-container" href="https://www.findymail.com/blog/how-to-find-an-email-address/"><div class="kg-bookmark-content"><div class="kg-bookmark-title">Ultimate Guide: How to Find an Email Address</div><div class="kg-bookmark-description">The lead is amazing, but their email address is nowhere to be found! Discover 9 methods to help you find an email address, from going down the internet sleuthing path to using the most accurate email finders.</div><div class="kg-bookmark-metadata"><img class="kg-bookmark-icon" src="https://www.findymail.com/blog/content/images/size/w256h256/2024/03/symbol_darkpurple_bgtransparent_web.png" alt="How to Enrich Data in Your Zoho CRM"><span class="kg-bookmark-author">Findymail</span><span class="kg-bookmark-publisher">Valentin</span></div></div><div class="kg-bookmark-thumbnail"><img src="https://www.findymail.com/blog/content/images/2023/10/kelly-sikkema-56w-xo2ZZM4-unsplash.jpg" alt="How to Enrich Data in Your Zoho CRM"></div></a></figure><h2 id="top-5-data-enrichment-tools-for-zoho-crm"><strong>Top 5 Data Enrichment Tools for Zoho CRM</strong></h2><p>Of course, you don&apos;t have to rely solely on Zoho&apos;s built-in features to enrich your data. It works perfectly as a data headquarters, but many excellent tools specialize in data enrichment and integrate seamlessly with Zoho CRM.</p><h3 id="1-findymail-crm-datacare-for-zoho-crm-contact-data-enrichment"><strong>1. Findymail CRM Datacare for Zoho CRM Contact Data Enrichment</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/05/Datacare-LP-1.png" class="kg-image" alt="How to Enrich Data in Your Zoho CRM" loading="lazy" width="2000" height="1020" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/05/Datacare-LP-1.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/05/Datacare-LP-1.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/05/Datacare-LP-1.png 1600w, https://www.findymail.com/blog/content/images/2026/05/Datacare-LP-1.png 2244w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.findymail.com/crm-enrichment/">Findymail CRM Datacare</a></figcaption></figure><p><a href="https://www.findymail.com/">Findymail</a> is a robust data provider designed to supplement your Zoho instance with rich, actionable B2B contact data. With Findymail, you can effortlessly enrich your contact records with verified email addresses phone numbers, with an <strong>industry-leading bounce rate of 5% or less</strong>.</p><p>But Findymail doesn&apos;t stop there. Our latest solution, <a href="https://www.findymail.com/crm-enrichment/">Findymail CRM Datacare</a> is an always-on CRM enrichment tool that keeps your data healthy, clean, and continuously verified. No scheduled manual imports, no data decay, just a CRM that stays accurate as it grows.</p><p><strong>What Datacare enriches in your Zoho CRM:</strong></p><ul><li><strong>Company records:</strong> Name, website, description, company size, industry, location, and LinkedIn URL.</li><li><strong>Contact records:</strong> First and last name, job title, email, LinkedIn URL, phone number, and location details.</li></ul><p>Beyond filling in missing fields, Datacare also handles:</p><ul><li><strong>Job change tracking:</strong> When a contact changes companies, Datacare updates the record automatically and flags them as a potential warm lead. A contact that would have gone cold becomes a timely outreach opportunity instead.</li><li><strong>Data cleansing and deduplication:</strong> Datacare continuously identifies and removes duplicate entries, clears outdated information, and fills gaps across your records. Your Zoho CRM stays clean without anyone having to maintain it manually.</li></ul><p><strong>Safety controls built for confidence:</strong></p><p>Datacare is designed to give you full control over how enrichment runs, so nothing changes in your CRM without your say so:</p><ul><li><strong>Preview Mode:</strong> See exactly what changes are proposed before anything is applied.</li><li><strong>No Override Default:</strong> Datacare fills empty fields only. Existing data stays untouched unless you explicitly allow updates.</li><li><strong>Full Rollback:</strong> Made a change you want to reverse? Undo it at any time.</li><li><strong>Segment Controls:</strong> Choose exactly which parts of your Zoho CRM Datacare should enrich, keeping it scoped to what matters.</li></ul><p>Datacare is also <strong>SOC 2 compliant</strong>, meaning your data is processed and stored to enterprise-grade security standards throughout.</p><figure class="kg-card kg-image-card"><img src="https://www.findymail.com/blog/content/images/2026/05/Datacare-Pricing-1.png" class="kg-image" alt="How to Enrich Data in Your Zoho CRM" loading="lazy" width="2000" height="998" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/05/Datacare-Pricing-1.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/05/Datacare-Pricing-1.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/05/Datacare-Pricing-1.png 1600w, https://www.findymail.com/blog/content/images/2026/05/Datacare-Pricing-1.png 2196w" sizes="(min-width: 720px) 720px"></figure><p><strong>Pricing: </strong>Unlike tools that charge per enriched record, Datacare is priced by database size. Predictable costs, no credit limits, and no unexpected fees as your usage scales.</p><ul><li><strong>$500/month, billed annually:</strong> Enrichment + Job Tracking.</li><li>Every demo comes with a <strong>free CRM health check</strong>.</li></ul><p>Findymail and Findymail CRM Datacare together give your Zoho CRM something most enrichment tools can&apos;t: <strong>verified data that stays accurate over time</strong>, with the controls to make sure it always fits your workflows.</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Your CRM is only as good as the data inside it.</strong><br><br>Book a demo with our CRM data experts and see <a href="https://www.findymail.com/crm-enrichment/">Findymail CRM Datacare</a> in action. Every demo includes the option to run a <strong>free CRM health check</strong>, giving you a clear picture of what&apos;s happening with your data and exactly how Datacare can fix it. No commitment, just clarity.</div></div><div class="kg-card kg-button-card kg-align-center"><a href="https://www.findymail.com/schedule-a-demo/" class="kg-btn kg-btn-accent">Book your CRM health check here!</a></div><h3 id="2-builtwith-for-zoho-crm-technographic-enrichment"><strong>2. BuiltWith for Zoho CRM Technographic Enrichment</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/image-12.png" class="kg-image" alt="How to Enrich Data in Your Zoho CRM" loading="lazy" width="2000" height="1011" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/image-12.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/image-12.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/image-12.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/03/image-12.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://builtwith.com/">BuiltWith</a></figcaption></figure><p><a href="https://builtwith.com/">BuiltWith</a> is a go-to solution for <strong>enriching technographic data.</strong> With access to a vast database that covers over 100,000 internet technologies and 25 million eCommerce websites, it provides a comprehensive overview of the technologies driving businesses, including content management systems (CMS), content delivery networks (CDN), frameworks and more.</p><p>By using BuiltWith, you can unlock insights about your leads&#x2019; and prospects&#x2019; technology preferences and online behavior.</p><p>For example, you can see if they&#x2019;re using a competitor and target your next marketing campaign to highlight your product&#x2019;s strengths and differences.</p><p>It integrates seamlessly with Zoho CRM, making it an attractive option if your business sells B2B software or other digital solutions.</p><h3 id="3-leadsbridge-for-advertising-data-enrichment"><strong>3. LeadsBridge for Advertising Data Enrichment</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/image-13.png" class="kg-image" alt="How to Enrich Data in Your Zoho CRM" loading="lazy" width="2000" height="1009" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/image-13.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/image-13.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/image-13.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/03/image-13.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://leadsbridge.com/home-no-index/">LeadsBridge</a></figcaption></figure><p><a href="https://leadsbridge.com/home-no-index/">LeadsBridge</a> integrates Zoho CRM and stands out because it enriches with <strong>advertising data</strong>.</p><p>With LeadsBridge, you can access data from platforms like Facebook Lead Ads, Google Ads, LinkedIn, TikTok and more. It will automatically populate lead data directly from these into your Zoho CRM.</p><p>It also helps you optimize targeting efforts by syncing CRM segments, email marketing contacts or customer lists with the advertising platforms. That way, you can retarget or exclude specific audiences at every stage of the funnel.</p><p>With these functionalities, LeadsBridge can maximize the effectiveness of your advertising campaigns for an increased ROAS.</p><h3 id="4-discoverorg"><strong>4. DiscoverOrg</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/image-14.png" class="kg-image" alt="How to Enrich Data in Your Zoho CRM" loading="lazy" width="2000" height="1032" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/image-14.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/image-14.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/image-14.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/03/image-14.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://discoverorg.com/">DiscoverOrg</a></figcaption></figure><p><a href="https://discoverorg.com/">DiscoverOrg</a> is a leading provider of sales and marketing intelligence with a focus on enriching your target B2B accounts&#x2019; and prospects&#x2019; data.</p><p>Many businesses gravitate towards DiscoverOrg for its emphasis on <a href="https://www.findymail.com/blog/linkedin-account-based-marketing/"><strong>account-based marketing</strong></a> and its ability to provide actionable data, including key stakeholders and <a href="https://www.findymail.com/blog/decision-makers-in-business/">decision-makers</a> within target accounts.</p><p>It has a robust search and filtering feature, so your teams can quickly narrow their search criteria. DiscoverOrg also has a wide range of other capabilities such as <strong>a lead builder tool</strong>, marketing automation and behavioral data enrichment.</p><p>If you&#x2019;re focusing on ABM or looking for a go-to-market prospecting tool, DiscoverOrg will be a powerful addition to your Zoho CRM.</p><h3 id="5-snovio-api"><strong>5. Snov.io API</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/image-15.png" class="kg-image" alt="How to Enrich Data in Your Zoho CRM" loading="lazy" width="2000" height="1025" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/image-15.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/image-15.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/image-15.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/03/image-15.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="http://snov.io">Snov.io</a></figcaption></figure><p><a href="http://snov.io">Snov.io</a> is a CRM that many businesses use for contact management and their cold outreach efforts. However, it also offers robust data enrichment using its API that integrates seamlessly with the Zoho CRM.</p><p>With the Snov.io API, you get a unified view of your data, leads and customers. All you need is an email address to access full lead profiles. Of course, Snov.io offers a range of other features, including lead generation, <a href="https://www.findymail.com/blog/drip-campaign-flowchart/">drip campaigns</a> and email tracking.</p><p>If your business relies heavily on email marketing and uses Zoho CRM, consider Snov.io&#x2019;s API integration.</p><h2 id="zoho-crm-data-enrichment-best-practices"><strong>Zoho CRM Data Enrichment Best Practices</strong></h2><p>Before you start the enrichment and integration process, consider the best practices our team has used to streamline the way they work in Zoho CRM.</p><h3 id="update-your-data-in-zoho-crm-regularly"><strong>Update Your Data in Zoho CRM Regularly</strong></h3><p><strong>Make sure you schedule periodic updates for your enriched data.</strong> Regular updates ensure that your database reflects the latest changes in customer information.</p><p>Additionally, staying proactive allows you to avoid inaccuracies and ensure that your team has access to up-to-date information for their decision-making processes.</p><h3 id="align-with-marketing-initiatives"><strong>Align with Marketing Initiatives</strong></h3><p>Eliminate data silos and start working in alignment. If your marketing team is in charge of collecting and sharing qualified leads with your sales team, you should both be comfortable working (together) in your Zoho CRM setup.</p><p>When <strong>planning which data types you&#x2019;ll need</strong> for enrichment, consider marketing&#x2019;s needs, as well. Once both teams are aligned, your CRM data won&#x2019;t only support your day-to-day outreach, but provide essential help with broader objectives, such as <a href="https://www.findymail.com/blog/guide-to-build-lead-lists/">lead generation</a> and segmentation.</p><h3 id="train-and-educate-your-team-on-zoho-crm-data-enrichment"><strong>Train and Educate Your Team on Zoho CRM Data Enrichment</strong></h3><p>Provide comprehensive training on how to access, <a href="https://www.findymail.com/blog/sales-analytics/">interpret</a> and leverage enriched CRM data effectively. You&#x2019;ll also want to <strong>raise awareness</strong> among your team members about the importance of data quality and the impact it has on business outcomes.</p><p>The goal is to empower your team with the knowledge and tools they need to use enriched data effectively. If you struggle with <strong>internal resistance or user adoption</strong>, clarify how data enrichment leads to improved performance and results. You could even temporarily track CRM and enrichment-related <a href="https://www.findymail.com/blog/funnel-metrics/">KPIs</a>.</p><h3 id="consistent-data-maintenance"><strong>Consistent Data Maintenance</strong></h3><p>Consistency is key to maintaining the accuracy and reliability of your CRM data. Implement regular data maintenance tasks, such as deduplication, data cleansing and normalization.</p><div class="kg-card kg-callout-card kg-callout-card-green"><div class="kg-callout-emoji">&#x1F449;</div><div class="kg-callout-text">Of course, <a href="https://www.findymail.com/blog/evaluate-crm/">tools like Datacare</a> do this automatically. Datacare will prevent inaccuracies and ensure that you and your team have high-quality information for your decision-making processes.</div></div><h2 id="unlock-the-power-of-data-enrichment-in-your-zoho-crm"><strong>Unlock the Power of Data Enrichment in Your Zoho CRM</strong></h2><p>Clean, current data isn&apos;t a nice-to-have. It&apos;s the foundation every successful campaign is built on. Zoho CRM gives you a solid starting point with its own AI-powered enrichment, but pairing it with a dedicated tool like Findymail&apos;s CRM Datacare takes your data quality to another level.</p><p>Always-on enrichment, verified contact data, and a free CRM health check when you book a demo. There&apos;s no better time to find out what your data is really doing under the hood.</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Go beyond email data enrichment and create a complete customer profile!</strong><br><br>Datacare ensure that your CRM is equipped with the most accurate and up-to-date information. Don&apos;t miss out on the chance to transform your <a href="https://www.findymail.com/crm-enrichment/">CRM data enrichment </a>strategy and unlock new possibilities for growth.</div></div><div class="kg-card kg-button-card kg-align-center"><a href="https://www.findymail.com/schedule-a-demo/" class="kg-btn kg-btn-accent">Book your CRM health check here!</a></div>]]></content:encoded></item><item><title><![CDATA[B2B Lead Enrichment: Complete Guide to Data Collection]]></title><description><![CDATA[You need a strategic approach to lead enrichment: what data to collect, how to keep it clean and most importantly, how to use it properly. In this article, we’re taking a look at all things lead enrichment, so you don’t only gather data, but have a direction.]]></description><link>https://www.findymail.com/blog/lead-enrichment/</link><guid isPermaLink="false">65dc833f106b0d75db785c9e</guid><category><![CDATA[Sales]]></category><dc:creator><![CDATA[Valentin]]></dc:creator><pubDate>Mon, 22 Jun 2026 03:00:00 GMT</pubDate><media:content url="https://www.findymail.com/blog/content/images/2024/02/pexels-ds-stories-6991352.jpg" medium="image"/><content:encoded><![CDATA[<img src="https://www.findymail.com/blog/content/images/2024/02/pexels-ds-stories-6991352.jpg" alt="B2B Lead Enrichment: Complete Guide to Data Collection"><p>Sustainable sales growth doesn&apos;t come from guesswork. It comes from knowing exactly who you&apos;re targeting, what they care about, and how to reach them at the right moment.</p><p>Collecting data on your leads and customers is a start, but it&apos;s not enough. You need to know which data points matter, how to keep them accurate, and how to put them to work in a way that actually moves the needle.</p><p>In this article, we cover everything you need to build a smarter lead enrichment strategy, including:</p><ul><li>What lead enrichment is and how the enrichment process works</li><li>How enrichment supports both sales and marketing teams</li><li>Key categories of enrichment data and where to source them</li><li>How to use enriched data to improve lead conversion</li><li>How to develop and implement your enrichment strategy</li><li>The top lead enrichment tools and services available today</li></ul><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Finding leads is easy. Finding verified, enriched leads that actually fit your ICP is where most teams fall short.</strong><br><br><a href="https://www.findymail.com/crm-enrichment/">Findymail CRM Datacare</a> keeps your leads clean, verified, and continuously up to date from the moment they enter your CRM. Book a demo with our CRM data experts and get a free CRM health check to see exactly what your data is dealing with under the hood.</div></div><div class="kg-card kg-button-card kg-align-center"><a href="https://www.findymail.com/schedule-a-demo/" class="kg-btn kg-btn-accent">Book your CRM health check here!</a></div><div class="kg-card kg-callout-card kg-callout-card-white"><div class="kg-callout-text"><strong>TL;DR &#x2013; B2B Lead Enrichment</strong><br><br><strong>What Is Lead Enrichment?</strong> Lead enrichment is the process of adding relevant data points to existing lead records to build more complete, actionable prospect profiles that drive better outreach and higher conversion rates.<br><br><strong>Key Benefits:</strong><br>1. Helps sales and marketing teams personalize outreach at scale<br>2. Improves lead scoring and prioritization<br>3. Enables better timing of outreach based on intent signals<br>4. Leads to higher conversion rates and shorter sales cycles<br><br><strong>The 7 Key Types of Enrichment Data:</strong><br>1. Contact data<br>2. Firmographic data<br>3. Technographic data<br>4. Intent data<br>5. Behavioral data<br>6. Geographic data<br>7. Demographic data<br><br><strong>Top Lead Enrichment Tools:</strong><br>1. <strong>Findymail CRM Datacare</strong> &#x2014; Best for always-on CRM enrichment with verified contact data and a guaranteed bounce rate of 5% or less.<br>2. <strong>Captain Data</strong> &#x2014; Best for no-code enrichment automation across multiple data sources.<br>3. <strong>ZoomInfo </strong>&#x2014; Best for comprehensive B2B contact data with intent and technographic signals.<br>4. <strong>Demandbase </strong>&#x2014; Best for account-based marketing with AI-powered predictive analytics.<br>5. <strong>Clearbit </strong>&#x2014; Best for real-time data enrichment and seamless CRM integration.<br>6. <strong>Crunchbase </strong>&#x2014; Best for startup-focused enrichment with funding and industry trend data.</div></div><h2 id="what-is-lead-enrichment-understanding-the-enrichment-process"><strong>What Is Lead Enrichment? Understanding the Enrichment Process</strong></h2><p>Lead enrichment is the process of enhancing your existing lead data by adding relevant information from various data sources and data providers. This enrichment process helps you create more complete profiles of your prospects, enabling better personalization and improved sales strategies.</p><p>At its core, lead enrichment gives you more information about the audience members you&apos;re hoping to transform into customers. It&apos;s about adding as many relevant data points as possible to your record so that, when it comes time to communicate with your lead, you have the information you need to make your outreach effective and improve your lead conversion rates.</p><p>The lead enrichment process typically involves collecting data from multiple external data sources, integrating this information with your existing CRM data, and ensuring data accuracy throughout the enrichment process. Modern enrichment services automate much of this work, making it easier for sales teams to access quality data.</p><p>Imagine a sales rep, Sarah, who is in B2B software sales. She finds a lead, John Smith. Initially, all she has is John&apos;s name and email address. Using lead enrichment tools and enrichment services, Sarah discovers that John&apos;s job title is &quot;Chief Technology Officer&quot; at a medium-sized tech company. This enriched data and company data helps Sarah <a href="https://www.findymail.com/blog/cold-email-marketing/">tailor her approach</a> when reaching out to John. Instead of starting with a generic pitch, Sarah can now <a href="https://www.findymail.com/blog/how-to-write-a-cold-email/">craft a message that speaks directly</a> to John&apos;s role and challenges as a CTO.</p><figure class="kg-card kg-bookmark-card"><a class="kg-bookmark-container" href="https://www.findymail.com/blog/cold-email-marketing/"><div class="kg-bookmark-content"><div class="kg-bookmark-title">Cold Email Marketing: How to Do It Right</div><div class="kg-bookmark-description">Grab more meetings and increase your sales with the ultimate guide to cold email marketing. Our expert breaks down everything from subject line personalization to technical warmup details!</div><div class="kg-bookmark-metadata"><img class="kg-bookmark-icon" src="https://www.findymail.com/blog/content/images/size/w256h256/2024/03/symbol_darkpurple_bgtransparent_web.png" alt="B2B Lead Enrichment: Complete Guide to Data Collection"><span class="kg-bookmark-author">Findymail</span><span class="kg-bookmark-publisher">Valentin</span></div></div><div class="kg-bookmark-thumbnail"><img src="https://www.findymail.com/blog/content/images/2024/02/solen-feyissa-TaOGbz_S-Qw-unsplash.jpg" alt="B2B Lead Enrichment: Complete Guide to Data Collection"></div></a></figure><p>Her boss, a sales manager we&apos;ll call Michaela, can <a href="https://www.findymail.com/blog/data-analytics/">analyze the effectiveness</a> of different <a href="https://www.findymail.com/blog/sales-plan-examples/">sales strategies</a> based on job titles using enrichment data from various data providers. She might notice that &#xA0;sales reps and marketing teams have a higher success rate when reaching out to CTOs compared to other job titles. Knowing this, Michaela can adjust the team&apos;s targeting to focus more on prospects with similar <a href="https://www.findymail.com/blog/sales-titles/">job titles</a>.</p><p>Now, let&apos;s consider their sales director, Emily. Thanks to enriched data and data integration in <a href="https://www.findymail.com/blog/crm-tools/">their CRM</a>, Emily can analyze which industries are most receptive to their product.</p><p>For example, she might discover that companies in the technology sector with CTOs as <a href="https://www.findymail.com/blog/decision-makers-in-business/">decision-makers</a> tend to convert at a higher rate. Based on this insight, she can prioritize certain market segments to increase overall sales.</p><h2 id="how-does-lead-enrichment-work-understanding-data-integration"><strong>How Does Lead Enrichment Work Understanding Data Integration</strong></h2><p>The lead enrichment process works by connecting your existing lead database with external data sources and data providers. Here&apos;s how enrichment services typically operate:</p><ol><li><strong>Data Collection</strong>: Enrichment tools scan multiple data sources including social media, company websites, and professional databases</li><li><strong>Data Integration</strong>: The enrichment process automatically matches and integrates new information with your existing records</li><li><strong>Data Accuracy</strong>: Quality enrichment services verify and validate the collected data to ensure accuracy</li><li><strong>Automation</strong>: Modern enrichment tools automate the entire process, continuously updating your lead profiles</li></ol><p>This systematic approach ensures that your sales teams always have access to the most current and comprehensive lead information.</p><h2 id="how-can-lead-enrichment-help-sales-benefits-of-lead-enrichment"><strong>How Can Lead Enrichment Help Sales? Benefits of Lead Enrichment</strong></h2><p>The benefits of lead enrichment extend far beyond simple data collection. When implemented correctly, enrichment helps sales teams work more efficiently and achieve better results:</p><p>In addition to the goals above, there are other tangible benefits of lead enrichment, including the following:</p><ul><li><strong>Improved Sales Process</strong>: Enrichment helps streamline your entire sales process by providing sales reps with complete prospect information upfront. This eliminates time spent on research and allows more focus on actual selling activities.</li><li>**<a href="https://www.findymail.com/blog/business-cadence/">Streamlined Sales Processes:</a> There&apos;s no need for sales reps and marketing team to manually <a href="https://thecxlead.com/tools/best-customer-data-platform/">collect data</a>. The enrichment tools and enrichment services take care of it, so they only have to think about the tactics and results.</li><li><strong>Accelerated Lead Engagement</strong>: With comprehensive profiles, it&apos;s easier to know what to say (and do) to engage every lead and improve conversion rates.</li><li><strong>Enhanced Lead Conversion</strong>: Quality data from reliable data providers enables more effective personalization, leading to higher conversion rates and better sales outcomes.</li><li>**Smarter <a href="https://www.findymail.com/blog/prospecting-strategies/">Sales Strategies:</a> Instead of hoping for the best, you know exactly who your leads are and how your messaging can be(come) more relevant through data integration and enriched data.</li><li><strong>Data-Driven Decision Making</strong>: Enrichment services provide the data accuracy needed for informed decisions about lead prioritization, territory assignments, and resource allocation.</li><li>**<a href="https://www.findymail.com/blog/personalized-cold-emails-guide/">Personalization at Scale:</a> Once the lead enrichment data and external data is in your CRM, you can automate your workflows and enrichment process as you normally would, personalizing for each lead type.</li><li><strong>Better Sales Team Performance</strong>: When sales teams have access to comprehensive prospect data, they can have more meaningful conversations and build stronger relationships with potential customers.</li><li><strong>Cleaner Data</strong>: When implemented correctly,<a href="https://www.findymail.com/crm-enrichment/"> lead enrichment tools</a> and enrichment services automatically cleanse and verify the existing data, so your team is confident in its data accuracy.</li></ul><p>Ultimately, lead enrichment helps at all levels &#x2013; from the day-to-day outreach to the entire company&apos;s approach to revenue leadership. The enrichment process ensures that both sales teams and marketing teams have access to quality data from reliable data providers.</p><h2 id="the-7-key-types-of-data-for-lead-enrichment-and-data-collection">The 7 Key Types of Data for Lead Enrichment and Data Collection</h2><p>Understanding the different types of enrichment data available from various data sources is crucial for developing an effective enrichment strategy. Different data providers specialize in different categories of information:</p><p>The effectiveness of your lead enrichment strategy and enrichment process hinges on collecting the right type of data for your goals.</p><p>For example, if your goal is boosting outbound activity, you would start with market triggers. Conversely, if you want to revitalize stale CRM data, you could focus on lead enrichment and data integration that updates missing fields and re-verifies data accuracy.</p><p>Data accuracy is non-negotiable when working with any data providers or enrichment services. Bad data from unreliable external data sources is a recipe for operational headaches and missed opportunities, which means less revenue.</p><p>Consider the case of bad contact data. Invalid or outdated email addresses not only decrease the likelihood that you&apos;ll connect with your target audience, they dramatically increase the likelihood that you&apos;ll end up on the wrong side of a blacklist.</p><blockquote><em>&#x201C;In comparison to Apollo&#x2019;s enrichment and verification, Findymail found 39.47% more verified emails on a basis of 517 domains.&#x201D; </em>- <a href="https://twitter.com/nils100km/status/1588181096046419969">Nils Schneider</a>, Co-founder @ Instantly.ai</blockquote><p>Most sales teams focus on these seven data categories when developing an enrichment strategy with their chosen data providers. It&apos;s not an exhaustive list, however, and an effective strategy won&apos;t necessarily cover all of these types from every data source available.</p><p>Remember, we want to think intentionally and strategically about the enrichment data and data collection you need to meet a specific sales goal.</p><h3 id="contact-data-and-contact-information"><strong>Contact Data and Contact Information</strong></h3><p>Contact data forms the foundation of any lead enrichment process and is available through most data providers and enrichment services. This category includes basic information needed to reach prospects:</p><p>Accurate contact data and company data is the foundation of any personalized marketing or sales strategy. Without this information (names, <a href="https://www.findymail.com/blog/how-to-find-an-email-address/">email addresses</a>, phone numbers) you literally can&apos;t communicate with potential customers because you can&apos;t reach them. There are a number of ways to source this contact information from various data sources, but the most efficient are enrichment tools designed to scan websites, social media platforms and other external data sources and extract relevant contact data. </p><div class="kg-card kg-callout-card kg-callout-card-green"><div class="kg-callout-emoji">&#x1F449;</div><div class="kg-callout-text">For example, Findymail uses a custom algorithm to find and verify email addresses for leads in your <a href="https://www.findymail.com/blog/how-to-export-leads-from-sales-navigator/">Sales Navigator</a> or Apollo lead lists.</div></div><p>But beware of <a href="https://www.findymail.com/blog/data-decay/">data decay</a>. If you <a href="https://www.findymail.com/blog/guide-to-build-lead-lists/">built your lead list</a> a few months ago, many of the addresses may no longer be valid. That means a higher chance of either a hard bounce or the SPAM folder. And with every email that <a href="https://www.findymail.com/blog/email-bounce-back/">bounces</a> or doesn&apos;t reach the sender, you&apos;re not just wasting your efforts &#x2013; you also damage your sender reputation.</p><p><strong>The fix?</strong> Develop a plan to regularly cleanse your CRM data to identify gaps in your records, remove outdated information, and merge duplicate records. Quality enrichment services can automate this process, ensuring data accuracy across all your data sources. Depending on the size of your CRM and the tool you use, you can set aside time to do this manually. In our experience, however, automation through reliable enrichment tools saves you time and removes the risk of human error. If your team exports reports or documentation during this process, it can also be useful to know <a href="https://smallpdf.com/merge-pdf">how to merge PDF files</a> so multiple documents can be combined into one organized report.</p><figure class="kg-card kg-bookmark-card"><a class="kg-bookmark-container" href="https://www.findymail.com/blog/crm-data-cleansing/"><div class="kg-bookmark-content"><div class="kg-bookmark-title">CRM Data Cleansing 2026: Best Practices + Tools</div><div class="kg-bookmark-description">Dirty CRM data is often considered a silent killer. Without strong CRM data quality and CRM data accuracy, bad data quietly breaks everything from lead routing all the way to email deliverability. That&#x2019;s why CRM data cleansing isn&#x2019;t optional. It&#x2019;s essential.</div><div class="kg-bookmark-metadata"><img class="kg-bookmark-icon" src="https://www.findymail.com/blog/content/images/size/w256h256/2024/03/symbol_darkpurple_bgtransparent_web.png" alt="B2B Lead Enrichment: Complete Guide to Data Collection"><span class="kg-bookmark-author">Findymail</span><span class="kg-bookmark-publisher">Valentin</span></div></div><div class="kg-bookmark-thumbnail"><img src="https://www.findymail.com/blog/content/images/2026/01/Group-45--1-.jpg" alt="B2B Lead Enrichment: Complete Guide to Data Collection"></div></a></figure><h3 id="intent-data-and-behavioral-data"><strong>Intent Data and Behavioral Data</strong></h3><p>Intent data and behavioral data represent some of the most valuable information available from modern data providers. These data types help you understand prospect behavior and buying signals:</p><p>Possibly one of the most powerful types of enrichment data, intent data reveals a lead&apos;s potential interest in purchasing products or services based on their online research activities and behaviors.</p><p>Intent data includes signals such as the following:</p><ul><li>Search queries related to your industry</li><li>Content consumption patterns</li><li>Site visits related to specific topics</li><li>Engagement with competitor content</li><li>Research behavior indicating buying intent</li></ul><p>Behavioral data encompasses:</p><ul><li>Website visit patterns</li><li>Email engagement rates</li><li>Content download history</li><li>Social media interactions</li><li>Product demo requests</li></ul><p>With intent data and behavioral data from reliable data sources, you can predict purchase intent and intercept the lead when they&apos;re most likely to hear your proposal. You can also leverage it for <a href="https://www.findymail.com/blog/prioritizing-sales-prospects/">lead scoring</a>, so you prioritize leads actively researching solutions in your category.</p><h3 id="firmographic-data-and-company-data"><strong>Firmographic Data and Company Data</strong></h3><p>Firmographic data and company data are essential components of any B2B lead enrichment strategy. Most data providers offer comprehensive firmographic information:</p><p>For B2B companies, firmographic data and company data is akin to demographic data for individuals. It includes company-related details such as industry, size (number of employees), revenue and geographic location.</p><p>With firmographic enrichment data from quality data providers, you can target and segment audiences at an organizational level. This company data helps sales teams understand the business context of their prospects.</p><p>For example, you might spot that segments that are in the 500-1k employee size prefer your product&apos;s integration feature, while small business customers prefer assisted setup. This allows you to emphasize each segment&apos;s favorite aspect first.</p><h3 id="technographic-data-and-technology-stack-information"><strong>Technographic Data and Technology Stack Information</strong></h3><p>Technographic data provides insights into the software and technology solutions a prospect currently uses. This information is available through specialized data providers and enrichment services:</p><p>If you&apos;re in B2B sales, technographic data and enrichment data offers insights into the software solutions a prospect currently uses.</p><p>You can identify compatibility between your products and the prospect&apos;s existing tech stack. This technographic information from reliable data sources also highlights opportunities for integration, improvement or replacement of current solutions, so <a href="https://www.findymail.com/blog/position-statement-examples/">your pitch</a> addresses specific gaps or frustrations.</p><h3 id="behavioral-data"><strong>Behavioral Data</strong></h3><p>Buyer journeys are never linear, but behavioral data is as close as you can come to knowing what the lead is currently thinking.</p><p>Behavioral data tracks <strong>a lead&apos;s actions</strong>, such as website visits, content downloads and engagement with marketing emails. It provides <a href="https://www.findymail.com/blog/what-is-consultative-selling/">a window into the interests</a> and <strong>readiness to engage</strong>.</p><p>For example, if you notice they&#x2019;re in the awareness stage, you can start sales conversations by nurturing them with educational collateral. If they&#x2019;re actively comparing solutions, you can send them information with contextual advice in their use case.</p><p>Ultimately, behavioral data allows you to spot patterns, identify high-intent leads, tailor <a href="https://www.findymail.com/blog/cold-email-follow-up/">follow-up strategies</a> and deliver content that moves leads further down <a href="https://www.findymail.com/blog/sales-funnel-examples/">the sales funnel</a>.</p><h3 id="geographic-data-and-demographic-data"><strong>Geographic Data and Demographic Data</strong></h3><p>Geographic data and demographic data help you understand the location and personal characteristics of your prospects. These data types are available through most data providers:</p><p>Knowing where your leads are located allows for the creation of region-specific offers and content. Geographic data from external data sources can inform local marketing strategies, compliance with regional regulations and even logistical considerations for product delivery.</p><p>Again, lead enrichment data is all about your goals: How will you use this enrichment data from your chosen data providers? Knowing the goal, reverse-engineer to find the exact data points you&apos;d need from available data sources.</p><p><strong>Demographic Data for B2B Enrichment</strong></p><p>While demographic data is typical for B2C (it includes gender and income), it can be <a href="https://www.findymail.com/blog/sales-icebreakers/">a great entry point in B2B</a>.</p><p>Once you understand the demographic profile of your stakeholders through quality enrichment data, you can tailor your content to meet their specific goals and challenges on a personal, human-to-human level.</p><h2 id="how-to-use-lead-enrichment-data-strategies-for-sales-teams"><strong>How to Use Lead Enrichment Data: Strategies for Sales Teams</strong></h2><p>Understanding how to effectively use enrichment data from various data sources is crucial for maximizing the benefits of your lead enrichment strategy. Here&apos;s how successful sales teams leverage enriched data:</p><p>Still stumped on which data types to incorporate in your lead enrichment strategy and data collection? Think about how you&apos;d like to communicate with your prospects to get a better understanding of what enrichment data from data providers you need to reach your sales goals.</p><p>Let&apos;s say you want to double your cold outreach efforts by the end of the quarter. Ask yourself, &quot;What enrichment data and data integration do I absolutely need to make this possible?&quot; At minimum, you&apos;re going to need valid email addresses for your new lists. Other non-negotiables might include basic firmographic data, company data, or intent data from reliable data sources.</p><div class="kg-card kg-callout-card kg-callout-card-red"><div class="kg-callout-emoji">&#x1F4A1;</div><div class="kg-callout-text">Worried you&apos;re overcomplicating your lead enrichment strategy? Always return to the two core questions: <strong>Who do I want to talk to?</strong> and <strong>What do I need to talk to them?</strong></div></div><p>Would it be nice to have some information about where your targets live or whether they prefer dogs or cats? Sure. But unless you&apos;re running gourmet cat and dog food company that delivers only to residents of Los Angeles, you don&apos;t actually need it to send effective campaigns.</p><p>The below are some of the most common ways to leverage enriched data from various data providers for more targeted outreach and improved sales processes:</p><h3 id="personalized-campaigns-using-enriched-data"><strong>Personalized Campaigns Using Enriched Data</strong></h3><p>The depth of personalization possible with enriched data from quality data providers can&apos;t be overstated. Modern enrichment services enable personalization at scale:</p><p>By understanding not just who your leads are but what they care about, you can craft messages that speak directly to their needs, desires and pain points using comprehensive enrichment data.</p><p>For example, if you deal with buying committees, you can pinpoint every stakeholder&apos;s needs using enrichment data from multiple data sources. The sales rep cares about ease of use. The <a href="https://www.findymail.com/blog/managing-sales-teams-remotely/">sales manager</a> cares about performance improvement. The sales ops manager cares about integrations. Your messaging would address all three using insights from your enrichment process.</p><p>This could mean segmenting your audience based on interests and using enrichment data for argumentation that connects on a personal level, leading to higher engagement rates and stronger emotional connection with your brand.</p><h3 id="timely-outreach-based-on-intent-data"><strong>Timely Outreach Based on Intent Data</strong></h3><p>Intent data from specialized data providers reveals when leads are most likely to be receptive to your offers. This is where the enrichment process really pays dividends:</p><p>By tracking online behaviors through various data sources and enrichment services, you can pinpoint the exact moment a lead is researching solutions. This precision in timing ensures your message is not just seen but is also relevant, greatly increasing the conversion rates.</p><h3 id="improved-lead-scoring-with-comprehensive-data"><strong>Improved Lead Scoring with Comprehensive Data</strong></h3><p>Traditional lead scoring often relies on basic demographic and firmographic data. However, enriched data from multiple data providers brings a new dimension to scoring:</p><p>However, enriched data from quality data sources brings a new dimension to scoring by incorporating behavioral data, intent data, and engagement metrics.</p><p>This allows for a more nuanced assessment of lead readiness, prioritizing leads that are both a good ICP fit and also closer to making a purchase decision, allowing you to improve your sales velocity using comprehensive enrichment data.</p><h3 id="new-upselling-opportunities-through-company-data"><strong>New Upselling Opportunities Through Company Data</strong></h3><p>Understanding the hierarchy and roles within a prospect&apos;s organization through comprehensive company data opens up new avenues for upselling:</p><p>Enriched data and company data provides a map of decision-makers and influencers, so you adapt your strategy based on each decision-maker&apos;s specific needs. This strategic approach can uncover new opportunities for <a href="https://www.findymail.com/blog/how-to-upsell-vs-cross-sell/">upselling and cross-selling</a>, expanding your footprint within key accounts.</p><h2 id="creating-a-lead-enrichment-blueprint-step-by-step-enrichment-strategy"><strong>Creating a Lead Enrichment Blueprint: Step-by-Step Enrichment Strategy</strong></h2><p>Developing a successful lead enrichment strategy requires careful planning and the right combination of data providers and enrichment tools. Here&apos;s how to create an effective enrichment process:</p><p>If you want to customize your lead enrichment and data integration to fit like a glove, identify and prioritize data that aligns with your objectives. But don&apos;t go about it without a plan.</p><h3 id="phase-1-data-collection-strategy"><strong>Phase 1: Data Collection Strategy</strong></h3><p>First, identify the types of enrichment data that will most effectively support your goals. This means going beyond basic contact information to gather comprehensive insights into leads&apos; behaviors, preferences and needs from multiple data sources.</p><p>For example, if you want to improve your sales velocity, you would incorporate intent data and behavioral data to meet prospects when they&apos;re the closest to making a purchase using reliable data providers and enrichment services.</p><h3 id="phase-2-lead-enrichment-implementation"><strong>Phase 2: Lead Enrichment Implementation</strong></h3><p>Once you understand the most appealing value propositions for each ICP type through your enrichment data, build campaigns that address them. Since the data from your enrichment process is integrated with your CRM through data integration, it won&apos;t be a manual effort.</p><p>Most CRMs will allow you to personalize campaigns at scale by dynamically adjusting the content based on the enriched data values.</p><figure class="kg-card kg-bookmark-card"><a class="kg-bookmark-container" href="https://www.findymail.com/blog/sales-funnel-examples/"><div class="kg-bookmark-content"><div class="kg-bookmark-title">5 Best Sales Funnel Examples (and How to Build Yours)</div><div class="kg-bookmark-description">Turn window shoppers into paying customers. Discover the five outstanding sales funnel examples you can apply to how you market and sell to your audience.</div><div class="kg-bookmark-metadata"><img class="kg-bookmark-icon" src="https://www.findymail.com/blog/content/images/size/w256h256/2024/03/symbol_darkpurple_bgtransparent_web.png" alt="B2B Lead Enrichment: Complete Guide to Data Collection"><span class="kg-bookmark-author">Findymail</span><span class="kg-bookmark-publisher">Valentin</span></div></div><div class="kg-bookmark-thumbnail"><img src="https://www.findymail.com/blog/content/images/2023/11/pexels-dnc-films-16012117.jpg" alt="B2B Lead Enrichment: Complete Guide to Data Collection"></div></a></figure><h3 id="phase-3-lead-assignment-using-enriched-data"><strong>Phase 3: Lead Assignment Using Enriched Data</strong></h3><p>With enriched data from quality data providers, you can more strategically assign leads to sales team members or marketing teams who are best equipped to engage them:</p><p>For example, leads with a high engagement in tech-related content would be best served by a salesperson with a strong understanding of tech solutions based on technographic data from your enrichment tools.</p><h3 id="phase-4-nurturing-leads-with-comprehensive-data"><strong>Phase 4: Nurturing Leads with Comprehensive Data</strong></h3><p>The journey doesn&apos;t end with conversion. Enriched data from ongoing enrichment services supports ongoing engagement, allowing you to <a href="https://www.findymail.com/blog/how-to-warm-up-leads/">warm up leads</a> or increase the customer&apos;s <a href="https://www.findymail.com/blog/customer-outreach/">lifetime value</a> through personalized follow-up campaigns.</p><figure class="kg-card kg-bookmark-card"><a class="kg-bookmark-container" href="https://www.findymail.com/blog/cold-email-follow-up/"><div class="kg-bookmark-content"><div class="kg-bookmark-title">How to Get a Response with Your Cold Email Follow-up [ Playbook &amp; Templates]</div><div class="kg-bookmark-description">You can&#x2019;t close if you don&#x2019;t follow up with leads! Learn how to create an excellent cold email follow-up strategy + get our best templates!</div><div class="kg-bookmark-metadata"><img class="kg-bookmark-icon" src="https://www.findymail.com/blog/content/images/size/w256h256/2024/03/symbol_darkpurple_bgtransparent_web.png" alt="B2B Lead Enrichment: Complete Guide to Data Collection"><span class="kg-bookmark-author">Findymail</span><span class="kg-bookmark-publisher">Valentin</span></div></div><div class="kg-bookmark-thumbnail"><img src="https://www.findymail.com/blog/content/images/2022/12/follow-up-cold-email.png" alt="B2B Lead Enrichment: Complete Guide to Data Collection"></div></a></figure><h2 id="implementing-lead-enrichment-in-your-crm-data-integration-best-practices"><strong>Implementing Lead Enrichment in Your CRM: Data Integration Best Practices</strong></h2><p>Successful implementation of lead enrichment requires seamless data integration between your enrichment tools, data providers, and existing CRM system. Here&apos;s how to ensure a smooth enrichment process:</p><p>Now that you&apos;ve narrowed down the &quot;who&quot; and the &quot;what&quot; or your lead enrichment strategy and data collection, it&apos;s time to tackle the &quot;how.&quot; As in, &quot;How are you going to implement this new plan of yours?&quot;</p><p>Actual implementation is where we often see companies give up. Faced with a messy CRM, overworked sales managers pull the plug because they think rolling out a new enrichment strategy for data cleansing and enrichment will cost more in lost time than its worth in new leads.</p><p>It doesn&apos;t have to be that way, though! The steps below break down the enrichment process and data integration into bite-sized chunks. You can use them as a basic roadmap and build on them to meet your team&apos;s specific needs, or treat them like a checklist.</p><h3 id="step-1-choose-lead-enrichment-tools-and-data-providers"><strong>Step 1. Choose Lead Enrichment Tools and Data Providers</strong></h3><p>Select lead enrichment tools and <a href="https://www.findymail.com/blog/data-enrichment-services/">enrichment services</a> that integrate well with your CRM system and offer access to reliable data sources.</p><p>Look for enrichment tools and data providers that offer the data types you need, such as job titles, company size, industry, etc. and have a reputation for data accuracy and reliability.</p><h3 id="step-2-define-enrichment-criteria-and-data-sources"><strong>Step 2. Define Enrichment Criteria and Data Sources</strong></h3><p>Determine which data points are most valuable for your sales teams and marketing teams, and identify the best data providers for each type of information:</p><p>Consider factors like job title, company size, industry, location, revenue and any other enrichment data and external data you need to achieve your goals.</p><h3 id="step-3-automate-the-lead-enrichment-process-and-data-integration"><strong>Step 3. Automate the Lead Enrichment Process and Data Integration</strong></h3><p>Set up automation rules or integrations within your CRM system to trigger the enrichment process when new leads are added or existing leads are updated. Quality enrichment services should integrate seamlessly with your existing tech stack:</p><div class="kg-card kg-callout-card kg-callout-card-green"><div class="kg-callout-emoji">&#x1F449;</div><div class="kg-callout-text">For example, Findymail&apos;s <a href="https://www.findymail.com/crm-enrichment/">CRM Datacare</a> will automatically review any new lead added to your CRM and update the relevant fields with enriched data from multiple data sources, eliminating the need for a manual search and update process.</div></div><div class="kg-card kg-button-card kg-align-center"><a href="https://www.findymail.com/schedule-a-demo/" class="kg-btn kg-btn-accent">Book your CRM health check here!</a></div><p>The goal is to always have accurate enriched data that&apos;s refreshed and cleaned without your manual intervention through automated enrichment services.</p><h3 id="step-4-enrich-leads-in-bulk-and-integrate-data-into-lead-records"><strong>Step 4. Enrich Leads in Bulk and Integrate Data into Lead Records</strong></h3><p>If you have a large database of leads, consider enriching them in bulk to ensure consistency and completeness of enrichment data. Look for batch processing capabilities in the enrichment tools and data providers you are considering.</p><p>Once lead enrichment and data integration is complete, ensure the enriched data from your chosen data providers is integrated into your CRM and associated with the corresponding lead records.</p><h3 id="step-5-monitor-data-quality-and-accuracy"><strong>Step 5. Monitor Data Quality and Accuracy</strong></h3><p>Regularly monitor the quality and data accuracy of information from your data providers to ensure it stays reliable as more leads and enrichment data flow in. If you spot discrepancies or issues with your enrichment services, address them as soon as possible.</p><div class="kg-card kg-callout-card kg-callout-card-green"><div class="kg-callout-emoji">&#x1F449;</div><div class="kg-callout-text">In most cases, it&apos;s best to schedule quarterly or bi-annual <a href="https://www.findymail.com/blog/data-cleansing/">data cleansing</a> checkups. Alternatively, you can automate the entire enrichment process with a tool like CRM Datacare.</div></div><div class="kg-card kg-button-card kg-align-center"><a href="https://www.findymail.com/schedule-a-demo/" class="kg-btn kg-btn-accent">Book your CRM health check here!</a></div><h3 id="step-6-measure-the-impact-of-lead-enrichment-on-sales-performance"><strong>Step 6. Measure the Impact of Lead Enrichment on Sales Performance</strong></h3><p>Finally, track<a href="https://www.findymail.com/blog/sales-scorecard/"> key performance metrics</a>, such as lead conversion rates, pipeline velocity and sales revenue, to see how your enrichment strategy and enriched data have affected your overall efforts. Then, refine your approach with different data providers or enrichment tools as needed.</p><h2 id="the-best-lead-enrichment-tools-and-data-providers"><strong>The Best Lead Enrichment Tools and Data Providers</strong></h2><p>When it comes to lead enrichment, selecting the right combination of enrichment tools and data providers is crucial for success. Here are the top lead enrichment tools our team recommends for the most effective performance and reliable data sources:</p><h3 id="top-lead-enrichment-tools-findymail-crm-datacare"><strong>Top Lead Enrichment Tools: </strong>Findymail CRM Datacare</h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/05/Datacare-LP-3.png" class="kg-image" alt="B2B Lead Enrichment: Complete Guide to Data Collection" loading="lazy" width="2000" height="1020" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/05/Datacare-LP-3.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/05/Datacare-LP-3.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/05/Datacare-LP-3.png 1600w, https://www.findymail.com/blog/content/images/2026/05/Datacare-LP-3.png 2244w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.findymail.com/crm-enrichment/">Findymail CRM Datacare</a></figcaption></figure><p>Specializing in actionable email data and contact information, <a href="https://www.findymail.com/?utm_source=blog&amp;utm_medium=organic&amp;utm_campaign=blog">Findymail</a> helps salespeople craft more personalized campaigns using verified enrichment data.</p><p>For example, you can enrich your lead list with verified email addresses and contact data. Unless your contact information is accurate, the rest of your lead enrichment data from other data providers won&apos;t be accurate. Establish the right foundations and don&apos;t let anything stop you from building campaigns that always hit the mark!</p><blockquote><em>&#x201C;Findymail saves me so much time combined with Instantly tracking duplicates across campaigns. No more sheet systems of cleaning emails and checking for duplicates. Immediate ROI.&#x201D;</em>- <a href="https://twitter.com/Brandonstevenss/status/1595538201736888321">Brandon Stevens</a></blockquote><p>Our new <a href="https://www.findymail.com/crm-enrichment/">CRM enrichment</a> solution does all of the hard work of cleaning and enriching your CRM on auto-pilot using advanced data integration and multiple data sources.</p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/05/Datacare-Pricing-2.png" class="kg-image" alt="B2B Lead Enrichment: Complete Guide to Data Collection" loading="lazy" width="2000" height="998" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/05/Datacare-Pricing-2.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/05/Datacare-Pricing-2.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/05/Datacare-Pricing-2.png 1600w, https://www.findymail.com/blog/content/images/2026/05/Datacare-Pricing-2.png 2196w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.findymail.com/crm-enrichment/">Findymail CRM Datacare</a></figcaption></figure><p>Unlike most enrichment tools that charge per record, Datacare is priced by database size. No credit limits, no hidden fees, just predictable pricing that scales with your team:</p><ul><li><strong>$500/month, billed annually:</strong> Enrichment + Job Tracking.</li><li>Every demo comes with a <strong>free CRM health check</strong>.</li></ul><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Your data works harder when it stays clean!</strong><br><br>Lead enrichment is only as effective as the data behind it. <a href="https://www.findymail.com/crm-enrichment/">Findymail CRM Datacare</a> keeps your records verified, current, and continuously enriched so your team is always working from a solid foundation. <br><br>Book a demo today and get a <strong>free CRM health check</strong> to see exactly where your data stands.</div></div><div class="kg-card kg-button-card kg-align-center"><a href="https://www.findymail.com/schedule-a-demo/" class="kg-btn kg-btn-accent">Book your CRM health check here!</a></div><h3 id="captain-data"><strong>Captain Data</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/image-20.png" class="kg-image" alt="B2B Lead Enrichment: Complete Guide to Data Collection" loading="lazy" width="2000" height="1019" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/image-20.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/image-20.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/image-20.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/03/image-20.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.captaindata.com/#people/enrich">Captain Data</a></figcaption></figure><p>Captain Data allows you to perform multiple lead enrichment tasks using no-code automations and data integration from various data sources.</p><p>If you need a lot of enrichment data and data collection for a lot of contacts and don&apos;t have the time or the know-how to develop a custom-coded solution, Captain Data provides a straightforward way to extract new data, enrich existing data points through data integration and then integrate it all into your CRM or other solution.</p><h3 id="zoominfo"><strong>ZoomInfo</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/image-21.png" class="kg-image" alt="B2B Lead Enrichment: Complete Guide to Data Collection" loading="lazy" width="2000" height="963" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/image-21.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/image-21.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/image-21.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/03/image-21.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.zoominfo.com/">ZoomInfo</a></figcaption></figure><p><a href="https://www.zoominfo.com/">ZoomInfo</a> offers a comprehensive suite of B2B enrichment data, including detailed company data and contact information for decision-makers from extensive data sources.</p><p>You can also get access to technographic data, intent data, and behavioral data for even more robust personalization. However, the all-in-one approach means ZoomInfo sacrifices some data accuracy when it comes to data points like contact information.</p><h3 id="demandbase"><strong>Demandbase</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/image-22.png" class="kg-image" alt="B2B Lead Enrichment: Complete Guide to Data Collection" loading="lazy" width="2000" height="989" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/image-22.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/image-22.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/image-22.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/03/image-22.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.demandbase.com/">Demandbase</a></figcaption></figure><p>Tailored for <a href="https://www.findymail.com/blog/linkedin-account-based-marketing/">account-based marketing</a>,<a href="https://www.demandbase.com/"> Demandbase</a> excels at providing insights like buying intent data and behavioral data to personalize at the account level. Its AI helps with predictive<a href="https://www.findymail.com/blog/sales-analytics/"> analytics</a>, so it&apos;s easier to crunch the numbers without opening an Excel spreadsheet.</p><h3 id="clearbit"><strong>Clearbit</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/image-23.png" class="kg-image" alt="B2B Lead Enrichment: Complete Guide to Data Collection" loading="lazy" width="2000" height="1014" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/image-23.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/image-23.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/image-23.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/03/image-23.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://clearbit.com/">Clearbit</a></figcaption></figure><p><a href="https://clearbit.com/">Clearbit</a> stands out for its real-time data enrichment capabilities and seamless data integration. Businesses can instantly update and enhance lead information such as contact data and technographic data within their CRMs using reliable data sources.</p><p>It also offers simple forms for capturing website visitors which are then automatically enriched through their enrichment process and added to the CRM.</p><h3 id="crunchbase"><strong>Crunchbase</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/image-24.png" class="kg-image" alt="B2B Lead Enrichment: Complete Guide to Data Collection" loading="lazy" width="2000" height="997" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/image-24.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/image-24.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/image-24.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/03/image-24.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.crunchbase.com/">Crunchbase</a></figcaption></figure><p>If your target audience includes tech startups, <a href="https://www.crunchbase.com/">Crunchbase</a> is an essential resource for tracking their funding rounds and industry trends as part of your company data collection strategy.</p><p>You&apos;ll see key insights from this specialized data provider that you can use as sales triggers, starting the conversation when the time is right based on fresh company data and funding information.</p><h2 id="how-lead-enrichment-tools-improve-sales-team-performance"><strong>How Lead Enrichment Tools Improve Sales Team Performance</strong></h2><p>Modern lead enrichment tools and enrichment services significantly impact how sales teams operate and achieve their goals. Here&apos;s how quality enrichment data transforms sales performance:</p><p><strong>Enhanced Sales Process Efficiency</strong>: When sales reps have access to comprehensive enrichment data from reliable data providers, they spend less time researching prospects and more time selling. This improved efficiency leads to shorter sales cycles and higher productivity.</p><p><strong>Better Lead Conversion Rates</strong>: Enrichment helps sales teams identify the most qualified prospects using intent data and behavioral data. By focusing on leads showing buying signals, conversion rates improve significantly.</p><p><strong>Improved Data Accuracy</strong>: Quality enrichment services continuously update and verify information from multiple data sources, ensuring sales teams work with current, accurate data. This reduces wasted outreach efforts and improves overall campaign effectiveness.</p><p><strong>Automated Workflows</strong>: The best enrichment tools integrate seamlessly with existing systems, automating the data collection and enrichment process. This automation allows marketing teams and sales teams to focus on strategy rather than manual data entry.</p><h2 id="advanced-lead-enrichment-strategies-for-marketing-teams"><strong>Advanced Lead Enrichment Strategies for Marketing Teams</strong></h2><p>Marketing teams can leverage enrichment data and enrichment services in unique ways to support sales efforts and improve overall campaign performance:</p><p><strong>Account-Based Marketing Enhancement</strong>: Use firmographic data and company data from specialized data providers to create highly targeted ABM campaigns. Enrichment helps identify key accounts and decision-makers within target organizations.</p><p><strong>Content Personalization at Scale</strong>: Behavioral data and intent data from your enrichment process enable dynamic content personalization. Marketing teams can serve relevant content based on prospect interests and buying stage.</p><p><strong>Lead Scoring Optimization</strong>: Incorporate enriched data from multiple data sources into lead scoring models. This comprehensive approach helps marketing teams pass higher-quality leads to sales teams.</p><p><strong>Campaign Attribution</strong>: Track how different types of enrichment data contribute to conversion rates. This insight helps optimize data collection strategies and choose the most effective data providers.</p><h2 id="elevating-your-lead-enrichment-strategy"><strong>Elevating Your Lead Enrichment Strategy</strong></h2><p>When it comes to lead enrichment and data collection, the adage &quot;Knowledge is power&quot; may be true, but it comes with one caveat: too much enrichment data from various data sources can overwhelm rather than empower.</p><p>The best course of action? Strategically approaching lead enrichment with the right combination of enrichment tools and data providers.</p><p>Identify the essential enrichment data and data integration points that support your goals, keep your data clean through reliable enrichment services and use it to drive meaningful engagement and improve conversion rates.</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>The best enrichment strategy in the world is only as good as the data powering it!</strong><br><br><a href="https://www.findymail.com/crm-enrichment/"><strong>Findymail CRM Datacare</strong></a> gives you verified, continuously enriched contact data running in the background so your team can focus on building pipeline, not maintaining spreadsheets. <br><br><a href="https://www.findymail.com/schedule-a-demo/"><strong>Book a demo today</strong></a> and get a free CRM health check included. See where your data stands and exactly how Datacare can help you close the gaps.</div></div><div class="kg-card kg-button-card kg-align-center"><a href="https://www.findymail.com/schedule-a-demo/" class="kg-btn kg-btn-accent">Book your CRM health check here!</a></div><h2 id="faq-about-lead-enrichment-and-data-collection"><strong>FAQ About Lead Enrichment and Data Collection</strong></h2><h3 id="what-is-lead-enrichment-and-how-does-the-enrichment-process-work"><strong>What is lead enrichment and how does the enrichment process work?</strong></h3><p>Lead enrichment is the process of enhancing your existing lead data by adding relevant information from various data sources and data providers. The enrichment process works by connecting your CRM with external data sources to automatically collect and integrate additional information about your prospects. Enrichment services scan multiple databases to find contact data, company data, behavioral data, and intent data, then use data integration to update your lead records with comprehensive, accurate information.</p><h3 id="what-are-the-main-benefits-of-lead-enrichment-for-sales-teams"><strong>What are the main benefits of lead enrichment for sales teams?</strong></h3><p>The benefits of lead enrichment include improved conversion rates, better data accuracy, enhanced personalization capabilities, and streamlined sales processes. Lead enrichment helps sales teams work more efficiently by providing comprehensive prospect information upfront, eliminating time spent on manual research. Quality enrichment data from reliable data providers also enables more effective lead scoring and prioritization, allowing sales reps to focus on the most promising opportunities.</p><h3 id="which-types-of-enrichment-data-are-most-valuable-for-b2b-sales"><strong>Which types of enrichment data are most valuable for B2B sales?</strong></h3><p>The most valuable types of enrichment data for B2B sales include contact data (email addresses, phone numbers), company data (firmographics like industry and employee count), intent data (buying signals and research behavior), behavioral data (website visits and engagement patterns), and technographic data (technology stack information). The specific data types you need depend on your sales strategy and goals. Working with specialized data providers ensures you get accurate, up-to-date information for each category.</p><h3 id="how-do-i-choose-the-best-lead-enrichment-tools-and-data-providers"><strong>How do I choose the best lead enrichment tools and data providers?</strong></h3><p>When selecting lead enrichment tools and data providers, consider factors like data accuracy, integration capabilities with your existing CRM, coverage of your target markets, and pricing structure. Look for enrichment services that offer the specific data types you need (contact data, company data, intent data, etc.) and have strong reputations for data quality. The best enrichment tools should provide seamless data integration, automated enrichment processes, and comprehensive reporting to measure the impact on your sales performance.</p><h3 id="what-is-the-difference-between-lead-enrichment-and-data-collection"><strong>What is the difference between lead enrichment and data collection?</strong></h3><p>Data collection refers to the broader process of gathering information from various sources, while lead enrichment specifically focuses on enhancing existing lead records with additional relevant data. Lead enrichment is a targeted form of data collection that uses enrichment services and data providers to add specific information to known prospects. The enrichment process typically involves data integration between your CRM and external data sources to create more complete prospect profiles, whereas general data collection might involve gathering information for various purposes beyond lead enhancement.</p>]]></content:encoded></item><item><title><![CDATA[The 7+ Best Data Enrichment Services to Boost Your Lead Quality]]></title><description><![CDATA[When you handle a vast amount of leads on the daily, you need help. And by help, I mean: data. Fortunately, you don’t have to do the heavy lifting yourself. Data enrichment services plug into your CRM or cold outreach software, keeping your lead profiles fresh and ripe for outreach personalization.]]></description><link>https://www.findymail.com/blog/data-enrichment-services/</link><guid isPermaLink="false">63c434c8a929d80e727dcc47</guid><category><![CDATA[Cold Email]]></category><dc:creator><![CDATA[Valentin]]></dc:creator><pubDate>Mon, 22 Jun 2026 03:00:00 GMT</pubDate><media:content url="https://www.findymail.com/blog/content/images/2024/05/pexels-mart-production-7709273.jpg" medium="image"/><content:encoded><![CDATA[<img src="https://www.findymail.com/blog/content/images/2024/05/pexels-mart-production-7709273.jpg" alt="The 7+ Best Data Enrichment Services to Boost Your Lead Quality"><p>When you handle a vast amount of leads on the daily, focus on prospecting, or simply deal with high-value accounts, you need help.</p><p>And by help, I mean: data. You need as much <em>relevant </em>data as you can get.</p><p>Fortunately, you don&#x2019;t have to do the heavy lifting yourself. <strong>Data enrichment services</strong> plug into your CRM or cold outreach software, keeping your lead profiles fresh and ripe for outreach personalization.</p><p>And today, I&#x2019;ll show you <strong>the 7+ best data enrichment services</strong> with my personal favorite aspects of each.</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Before we dive in, if you want verified, enriched contact data flowing into your CRM automatically...</strong><br><br><a href="https://www.findymail.com/crm-enrichment/"><strong>Findymail CRM Datacare</strong></a> keeps your records clean and current around the clock. Book a demo and get a free CRM health check to see what your data is really dealing with.</div></div><div class="kg-card kg-button-card kg-align-center"><a href="https://www.findymail.com/schedule-a-demo/" class="kg-btn kg-btn-accent">Book your CRM health check here!</a></div><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/image-28.png" class="kg-image" alt="The 7+ Best Data Enrichment Services to Boost Your Lead Quality" loading="lazy" width="2000" height="4473" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/image-28.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/image-28.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/image-28.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/03/image-28.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>The 7 Best Data Enrichment Services to Boost Your Lead Quality</figcaption></figure><div class="kg-card kg-callout-card kg-callout-card-white"><div class="kg-callout-text"><strong>TL;DR &#x2013; The 7 Best Data Enrichment Services to Boost Your Lead Quality</strong><br><br>1. <strong>Findymail </strong>&#x2014; Best for verified email enrichment with an industry-leading bounce rate of 5% or less, plus always-on CRM enrichment with Datacare.<br>2. <strong>Demandbase </strong>&#x2014; Best for complex B2B sales and account-based marketing with AI-powered enrichment and buying intent signals.<br>3. <strong>ZoomInfo </strong>&#x2014; Best overall data enrichment service for high-ticket B2B sales with comprehensive contact, firmographic, and intent data<br>4. <strong>Pipl </strong>&#x2014; Best for fintech teams that need extensive background checks and identity verification.<br>5. <strong>Clearbit </strong>&#x2014; Best for comprehensive data enrichment with 100+ data points across firmographics, technographics, and contact information.<br>6. <strong>Crunchbase </strong>&#x2014; Best for startup and venture capital data enrichment including investments, acquisitions, and technographics.<br>7. <strong>Coresignal </strong>&#x2014; Best for detailed, daily-updated employee data to identify decision-makers and influencers.<br>8. <strong>LeadGenius </strong>&#x2014; Best for teams that need custom-built, human-researched data profiles for high-value accounts.</div></div><h2 id="1-best-for-verified-email-enrichment-always-on-crm-data-findymail">1. Best for Verified Email Enrichment &amp; Always-On CRM Data: Findymail</h2><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/05/Findymail-LP.png" class="kg-image" alt="The 7+ Best Data Enrichment Services to Boost Your Lead Quality" loading="lazy" width="2000" height="1022" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/05/Findymail-LP.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/05/Findymail-LP.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/05/Findymail-LP.png 1600w, https://www.findymail.com/blog/content/images/2026/05/Findymail-LP.png 2232w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.findymail.com/">Findymail</a></figcaption></figure><p>If you&apos;ve done the research and now need accurate, verified email addresses for your target leads, <a href="https://www.findymail.com/">Findymail</a> is built for exactly that. Powered by a proprietary verification algorithm, Findymail <a href="https://www.findymail.com/email-verifier/">delivers verified contact data</a> with an industry-leading bounce rate of 5% or less.</p><h3 id="how-does-findymail-work">How Does Findymail Work?</h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/image-30.png" class="kg-image" alt="The 7+ Best Data Enrichment Services to Boost Your Lead Quality" loading="lazy" width="2000" height="1016" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/image-30.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/image-30.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/image-30.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/03/image-30.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Findymail Chrome Extension</figcaption></figure><p>Findymail helps you source and verify leads&apos; contact information in bulk or on the go:</p><ul><li>Its <a href="https://chromewebstore.google.com/detail/findymail-email-phone-fin/ichmnigkjinmjedillldopaolidofben">Chrome extension</a> scrapes verified email addresses directly from Sales Navigator or Apollo and exports them in bulk, ready to plug into your <a href="https://www.findymail.com/blog/best-cold-outreach-tools/">cold outreach tool</a>.</li><li>You can also find and verify email addresses as you browse LinkedIn. When you land on a lead&apos;s profile, the Findymail extension surfaces their verified contact details instantly.</li><li>For <a href="https://www.findymail.com/blog/guide-to-build-lead-lists/">pre-made lead lists</a>, Findymail&apos;s email finding and verification formula works directly in Google Sheets.</li><li>As both an API and Chrome extension, Findymail integrates seamlessly with your existing CRM and automation workflows through Zapier.</li></ul><h3 id="findymail-crm-datacare-always-on-enrichment-for-your-crm">Findymail CRM Datacare: Always-On Enrichment for Your CRM</h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/05/Datacare-LP-4.png" class="kg-image" alt="The 7+ Best Data Enrichment Services to Boost Your Lead Quality" loading="lazy" width="2000" height="1020" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/05/Datacare-LP-4.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/05/Datacare-LP-4.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/05/Datacare-LP-4.png 1600w, https://www.findymail.com/blog/content/images/2026/05/Datacare-LP-4.png 2244w" sizes="(min-width: 720px) 720px"><figcaption>Findymail CRM Datacare</figcaption></figure><p>Findymail goes beyond one-time email verification with <a href="https://www.findymail.com/crm-enrichment/">Findymail CRM Datacare</a>, an always-on enrichment tool that keeps your CRM clean, verified, and continuously up to date. Datacare enriches records as they&apos;re created, <a href="https://www.findymail.com/blog/job-change-tracking/">tracks job changes</a> in real time, removes duplicates, and ensures every contact in your CRM meets the same verified standard Findymail is known for.</p><h3 id="why-is-findymail-a-great-addition-to-your-cold-outreach-stack">Why Is Findymail a Great Addition to Your Cold Outreach Stack?</h3><p>Most B2B contact databases don&apos;t update email addresses as often as needed, leading to bounced emails and damaged sender reputation. Findymail solves this at the point of export with real-time verification, and Datacare keeps solving it continuously inside your CRM long after the list is built.</p><h3 id="findymail-pricing">Findymail Pricing</h3><figure class="kg-card kg-image-card"><img src="https://www.findymail.com/blog/content/images/2026/05/Findymail-Pricing.png" class="kg-image" alt="The 7+ Best Data Enrichment Services to Boost Your Lead Quality" loading="lazy" width="2000" height="1505" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/05/Findymail-Pricing.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/05/Findymail-Pricing.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/05/Findymail-Pricing.png 1600w, https://www.findymail.com/blog/content/images/2026/05/Findymail-Pricing.png 2217w" sizes="(min-width: 720px) 720px"></figure><ul><li>Email finding + verification starts from $49/mo for up to 1,000 verified emails.</li><li>Datacare is priced by database size, not per enriched record. Plans start at $500/month, billed annually: Enrichment + Job Tracking (every demo comes with a free CRM healthcheck).</li></ul><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Your CRM is only as good as the data inside it!</strong><br><br>Book a demo with our CRM data experts and see <a href="https://www.findymail.com/crm-enrichment/">Findymail CRM Datacare</a> in action. Every demo includes a free CRM health check so you can see exactly what&apos;s happening with your data and how Datacare can fix it. No commitment, just clarity.</div></div><div class="kg-card kg-button-card kg-align-center"><a href="https://www.findymail.com/schedule-a-demo/" class="kg-btn kg-btn-accent">Book your CRM health check here!</a></div><h2 id="2-ai-powered-data-enrichment-demandbase">2. AI-Powered Data Enrichment: Demandbase</h2><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/image-37.png" class="kg-image" alt="The 7+ Best Data Enrichment Services to Boost Your Lead Quality" loading="lazy" width="2000" height="1010" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/image-37.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/image-37.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/image-37.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/03/image-37.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.demandbase.com/products/data/data-integrity/">Demandbase</a></figcaption></figure><p><strong><a href="https://www.demandbase.com/products/data/data-integrity/">Demandbase</a></strong> describes itself as a triple espresso for workflows, which isn&#x2019;t far from the truth.</p><p>It&#x2019;s perfect for <strong>complex B2B sales</strong> (e.g., you use account-based sales and deal with buying committees instead of a single stakeholder). </p><h3 id="how-does-demandbase%E2%80%99s-data-enrichment-service-help">How Does Demandbase&#x2019;s Data Enrichment Service Help?</h3><p>First, you&#x2019;ll get key data on your accounts:</p><ul><li>Contact information</li><li>Firmographics</li><li>Intent data</li><li>Technographics</li><li>News and updates</li></ul><p>Then, you can synchronize the data with your CRM through <a href="https://partners.demandbase.com/integrations">integrations</a> with tools like HubSpot, Salesforce, Outreach, and others. </p><p>Ultimately, you&#x2019;ll get <strong>a detailed view of every account</strong> in your book of business. This is great for prospecting, but it&#x2019;s even better for <strong>maximizing your accounts&#x2019; lifetime value</strong>. </p><p>You can use the data to <a href="https://www.findymail.com/blog/high-value-questions-to-ask-buyers/">start highly-profitable conversations with B2B buyers</a>, run account-based campaigns, or simply <a href="https://www.findymail.com/blog/cold-email-icebreakers/">craft the perfect cold email icebreaker</a>.</p><h3 id="why-demandbase-rocks">Why Demandbase Rocks</h3><p>I love Demandbase&#x2019;s data enrichment service, but it&#x2019;s capable of much more.</p><p>When you&#x2019;re ready to <strong>centralize your marketing and sales efforts</strong> and lead smarter conversations with account intelligence, Demandbase will have your back. </p><h3 id="demandbase-pricing">Demandbase Pricing</h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/image-34.png" class="kg-image" alt="The 7+ Best Data Enrichment Services to Boost Your Lead Quality" loading="lazy" width="2000" height="1019" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/image-34.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/image-34.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/image-34.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/03/image-34.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Demandbase Pricing</figcaption></figure><p>You&#x2019;ll have to get in touch with Demandbase to build a custom plan.</p><h2 id="3-the-best-overall-data-enrichment-service-zoominfo">3. The Best Overall Data Enrichment Service: ZoomInfo</h2><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/image-36.png" class="kg-image" alt="The 7+ Best Data Enrichment Services to Boost Your Lead Quality" loading="lazy" width="2000" height="1016" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/image-36.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/image-36.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/image-36.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/03/image-36.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.zoominfo.com/features/data-enrichment">ZoomInfo</a></figcaption></figure><p>Here&#x2019;s the thing: <a href="https://www.zoominfo.com/features/data-enrichment"><strong>ZoomInfo</strong></a> costs a pretty penny, but you can&#x2019;t beat it when it comes to data enrichment. </p><p>If your <a href="https://www.findymail.com/blog/sales-pipeline-stages/">B2B sales pipeline</a> is full of high-ticket products with <strong>multiple buyers</strong> involved, you need all the aces up your sleeve you can get. </p><h3 id="what-can-zoominfo%E2%80%99s-data-enrichment-service-do-for-you">What Can ZoomInfo&#x2019;s Data Enrichment Service Do for You?</h3><p>Some of the information that ZoomInfo will show you as part of its data enrichment service includes:</p><ul><li>Contact data</li><li>Firmographics</li><li>Intent data</li></ul><p>Based on your ideal customer profiles (ICPs), ZoomInfo will review its <a href="https://www.findymail.com/blog/best-b2b-contact-databases/">B2B contact database</a> to show you more <strong>lookalike leads</strong> to fill out the top of your funnel.</p><p>Of course, ZoomInfo&#x2019;s data enrichment service can be <strong>fully automated</strong>. It integrates with your CRM perfectly, and you can set up <strong>workflows </strong>that perform data cleansing based on specific triggers.</p><h3 id="why-i-love-zoominfo">Why I Love ZoomInfo</h3><p>ZoomInfo covers <strong>data enrichment for niche needs</strong>, too. </p><p>Let&#x2019;s say you sell to healthcare clients. In addition to seeing their basic data, you&#x2019;d also see <strong>specific </strong>data like patient population and the average length of stay.</p><h3 id="zoominfo-pricing">ZoomInfo Pricing</h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/image-38.png" class="kg-image" alt="The 7+ Best Data Enrichment Services to Boost Your Lead Quality" loading="lazy" width="2000" height="978" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/image-38.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/image-38.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/image-38.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/03/image-38.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>ZoomInfo Pricing</figcaption></figure><p>You&#x2019;ll need to contact ZoomInfo for pricing in your case, but it <a href="https://www.cognism.com/blog/zoominfo-pricing">typically starts from $15,000/year</a>.</p><h2 id="4-best-data-enrichment-company-for-fintech-pipl">4. Best Data Enrichment Company for Fintech: Pipl</h2><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/image-39.png" class="kg-image" alt="The 7+ Best Data Enrichment Services to Boost Your Lead Quality" loading="lazy" width="2000" height="986" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/image-39.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/image-39.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/image-39.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/03/image-39.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://pipl.com/">Pipl</a></figcaption></figure><p>Enrich your lead profiles across their customer journey with <strong><a href="https://pipl.com/">Pipl</a></strong>. This funky-sounding data enrichment service packs a lot of power under the hood, so you&#x2019;ll be able to find the correct data on your leads, as well as <strong>cross-reference</strong> it.</p><h3 id="key-pipl-features">Key Pipl Features</h3><p>You&#x2019;ll keep the key lead data fresh, which includes:</p><ul><li>Contact information (email, phone, address)</li><li>Social media profiles</li><li>Gender</li><li>Education</li><li>Associates</li><li>Current and past jobs<br>And more!</li></ul><p>If you&#x2019;re focusing on a specific lead, Pipl will show you everything you need to know.</p><h3 id="why-i-love-pipl">Why I Love Pipl</h3><p>Pipl is fantastic for <strong>fintech</strong>. </p><p>If you have to conduct extensive background checks on your customers, Pipl takes a heavy load off your shoulders with billions of trust data points, beefing up your thin-file customers&#x2019; profiles.</p><h3 id="pipl-pricing">Pipl Pricing</h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/image-40.png" class="kg-image" alt="The 7+ Best Data Enrichment Services to Boost Your Lead Quality" loading="lazy" width="2000" height="996" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/image-40.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/image-40.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/image-40.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/03/image-40.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Pipl Pricing</figcaption></figure><p>You should contact Pipl for a price based on your use case.</p><h2 id="5-the-most-comprehensive-data-enrichment-service-clearbit">5. The Most Comprehensive Data Enrichment Service: Clearbit</h2><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/image-41.png" class="kg-image" alt="The 7+ Best Data Enrichment Services to Boost Your Lead Quality" loading="lazy" width="2000" height="1014" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/image-41.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/image-41.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/image-41.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/03/image-41.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://clearbit.com/platform/enrichment">Clearbit</a></figcaption></figure><p>If you&#x2019;re looking for hundreds of data points to build a complete profile of your leads or customers, check out <a href="https://clearbit.com/platform/enrichment"><strong>Clearbit</strong></a>.</p><p>Its enrichment platform integrates perfectly with the tools in your stack, providing you with plenty of information on your customers. </p><p>From there, it&#x2019;s only a matter of timing your pitch right (something Clearbit can also help with).</p><h3 id="what-data-do-you-get-with-clearbit">What Data Do You Get with Clearbit?</h3><p>You&#x2019;ll see 100+ data points for companies and specific leads, including:</p><ul><li>Firmographics (including more granular niche descriptors and funding)</li><li>Demographics</li><li>Technographics</li><li>Social media information</li><li>Contact information</li></ul><p>And once you upload your<strong> ICP data</strong>, Clearbit will evaluate each lead to show you if they fit the profile.</p><h3 id="why-i-like-clearbit%E2%80%99s-data-enrichment-service">Why I Like Clearbit&#x2019;s Data Enrichment Service</h3><p>If you&#x2019;re looking for straight-up data enrichment for your existing and incoming leads, Clearbit does the trick. </p><p>It&#x2019;s simple, <strong>constantly refreshed</strong>, and integrates with the most popular CRM and marketing tools, so you don&#x2019;t have to worry about manually setting up integrations.</p><h3 id="clearbit-pricing">Clearbit Pricing</h3><p>Clearbit is now part of HubSpot&apos;s Breeze Intelligence and operates on a volume-based credit system. Pricing typically starts between <a href="https://www.cognism.com/blog/clearbit-pricing#:~:text=How%20do%20Clearbit%20credits%20work,is%20unavailable%20to%20the%20public.">$45 and $99/month</a> depending on credit volume.</p><h2 id="6-the-best-data-enrichment-service-for-startups-crunchbase">6. The Best Data Enrichment Service for Startups: Crunchbase</h2><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/image-42.png" class="kg-image" alt="The 7+ Best Data Enrichment Services to Boost Your Lead Quality" loading="lazy" width="2000" height="978" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/image-42.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/image-42.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/image-42.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/03/image-42.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://about.crunchbase.com/products/data-enrichment">Crunchbase</a></figcaption></figure><p>If you&#x2019;re an enterprise Crunchbase user and want to enrich your data for startup companies (whether that&#x2019;s because you want to invest in them or sell to them), other private companies, and even venture capital companies, <a href="https://about.crunchbase.com/products/data-enrichment/"><strong>Crunchbase&#x2019;s data enrichment feature</strong></a> might help!</p><h3 id="what-does-crunchbase-enrichment-do-best">What Does Crunchbase Enrichment Do Best?</h3><p>Crunchbase is very specific in who it serves. Even though you can use it as a regular B2B sales professional, you&#x2019;ll get the most bang for your buck if you use it to get the following data:</p><ul><li>Investments from your VC competitors</li><li>Technographics and tech updates</li><li>Industry acquisitions</li></ul><p>You&#x2019;ll also get standard firmographic data. </p><p>Then, plug it into your CRM or sales tool to <strong>build fully fleshed-out lead profiles</strong> and know exactly where you stand with companies you want to sell to or invest in.</p><h3 id="crunchbase-data-enrichment-service-pricing">Crunchbase Data Enrichment Service Pricing</h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/image-44.png" class="kg-image" alt="The 7+ Best Data Enrichment Services to Boost Your Lead Quality" loading="lazy" width="2000" height="1026" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/image-44.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/image-44.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/image-44.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/03/image-44.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Crunchbase Data Enrichment Service Pricing</figcaption></figure><p>Available upon request. Keep in mind that it&#x2019;s only available to Crunchbase Enterprise customers. </p><h2 id="7-best-for-detailed-employee-data-enrichment-coresignal">7. Best for Detailed Employee Data Enrichment: Coresignal</h2><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/image-45.png" class="kg-image" alt="The 7+ Best Data Enrichment Services to Boost Your Lead Quality" loading="lazy" width="2000" height="1012" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/image-45.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/image-45.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/image-45.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/03/image-45.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://coresignal.com/">Coresignal</a></figcaption></figure><p>If you&apos;re seeking for fresh employee data to enhance your lead profiles, <a href="https://coresignal.com/">Coresignal</a> is a top contender. With its extensive datasets and daily updates, Coresignal helps you fill in the blanks and gain valuable insights about key decision makers.</p><h3 id="what-does-coresignal-offer">What does Coresignal offer?</h3><p>You&apos;ll benefit from daily updates and over 3 billion data records, ensuring your lead data is always fresh and comprehensive. Coresignal provides:</p><ul><li>Employee Data (current and past positions, education, certifications)</li><li>Company Information (website, location, industry, specialties)</li><li>Technographic Data (tech stack details)</li><li>Headcount Data</li><li>Data from 20+ Sources</li></ul><p>If you&apos;re focusing on a specific lead, Coresignal will show you everything you need to know to make informed decisions and craft personalized outreach.</p><h3 id="why-i-love-coresignal">Why I Love Coresignal</h3><p>Coresignal is amazing if you want to improve your cold outreach game.</p><p>It&#x2019;s always fresh and has extensive data, which helps sales reps identify whether contacts are decision makers or influencers and provides valuable information about their backgrounds.</p><h3 id="coresignal-pricing">Coresignal Pricing</h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/image-46.png" class="kg-image" alt="The 7+ Best Data Enrichment Services to Boost Your Lead Quality" loading="lazy" width="2000" height="1016" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/image-46.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/image-46.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/image-46.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/03/image-46.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Coresignal Pricing</figcaption></figure><p>Contact the Coresignal sales team directly for a custom quote.</p><h2 id="8-custom-built-data-profiles-leadgenius">8. Custom-Built Data Profiles: LeadGenius</h2><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/image-47.png" class="kg-image" alt="The 7+ Best Data Enrichment Services to Boost Your Lead Quality" loading="lazy" width="2000" height="1044" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/image-47.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/image-47.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/image-47.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/03/image-47.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.leadgenius.com/product">LeadGenius</a></figcaption></figure><p>If you&#x2019;re over the typical data enrichment companies and want something tailor-made for your sales team, you might like <strong><a href="https://www.leadgenius.com/products">LeadGenius</a></strong>. </p><p>This data enrichment service is literally a service - they don&#x2019;t just scrape information but also <strong>employ human researchers</strong> and <strong>build custom scrapers</strong> to provide data you won&#x2019;t get with other tools. </p><h3 id="why-should-you-consider-leadgenius">Why Should You Consider LeadGenius?</h3><p>If you deal with high-value leads and haven&#x2019;t experienced a significant shift when using other data enrichment services, it may be time for <strong>a custom solution</strong>. </p><p>In addition to giving you all the basic enrichment information, LeadGenius also provides:</p><ul><li>Industry-specific datasets</li><li>Personalized datasets</li><li>Global coverage</li><li>On-demand sourcing</li></ul><p>Then, use automation with Outreach, Salesforce, and HubSpot integrations to launch personalized sales sequences.</p><h3 id="why-i-love-leadgenius">Why I Love LeadGenius</h3><p>Most companies can get by with typical data enrichment services. But if you want to stand out or have a tricky vertical, custom solutions help. <em>A lot</em>.</p><h3 id="leadgenius-pricing">LeadGenius Pricing</h3><p>LeadGenius has a free trial, but you&#x2019;ll need to contact their team for more information on the paid options.</p><h2 id="next-step-picking-the-right-data-enrichment-service">Next Step: Picking the Right Data Enrichment Service</h2><p>There are a lot of companies that can help you enrich your data. However, to find the right one, look at:</p><ul><li><strong>The data points</strong> - Do you need to focus heavily on a specific industry? Which data points do you need to sell successfully?</li><li><strong>Customization </strong>- Will integrations with popular tools be enough, or do you need the tool to work with your tailored stack?</li><li><strong>Budget </strong>- You probably noticed most of these tools have pricing on demand. Your budget is going to be a key factor.</li></ul><p>Ultimately, don&#x2019;t compromise on the information you need to run a successful sales process. Choose the tool that makes you feel like you know your lead even before you hop on a call with them!</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Start with verified email enrichment from day one, and let Datacare handle the ongoing hygiene in the background! </strong><br><br><a href="https://www.findymail.com/schedule-a-demo/">Book a demo today</a> and get a <strong>free CRM health check</strong> to see exactly where your data stands.</div></div><div class="kg-card kg-button-card kg-align-center"><a href="https://www.findymail.com/schedule-a-demo/" class="kg-btn kg-btn-accent">Book your CRM health check here!</a></div>]]></content:encoded></item><item><title><![CDATA[Clay Data Enrichment: What It Is, How It Works & Best Alternatives (2026)]]></title><description><![CDATA[Learn how Clay data enrichment works, where it excels, and which alternatives might be a better fit for your team in 2026.]]></description><link>https://www.findymail.com/blog/clay-data-enrichment/</link><guid isPermaLink="false">69ba7fbd2fad8c5379bf7288</guid><category><![CDATA[CRMs]]></category><category><![CDATA[Sales]]></category><dc:creator><![CDATA[Valentin]]></dc:creator><pubDate>Mon, 22 Jun 2026 02:41:00 GMT</pubDate><media:content url="https://www.findymail.com/blog/content/images/2026/03/Group-272.jpg" medium="image"/><content:encoded><![CDATA[<img src="https://www.findymail.com/blog/content/images/2026/03/Group-272.jpg" alt="Clay Data Enrichment: What It Is, How It Works &amp; Best Alternatives (2026)"><p>Clay has become one of the most recognized names in modern sales and marketing operations. Known for its <strong>powerful data workflows and customization capabilities</strong>, it gives teams deep control over how they source, enrich, and automate contact data.</p><p>But with power comes even greater&#x2026; complexity. Clay isn&#x2019;t a simple plug-and-play <a href="https://www.findymail.com/blog/best-crm-data-enrichment-tools/">enrichment tool</a>, getting the most out of it requires understanding its workflows, integrations, credit system, and data providers.</p><p>In this article, we&#x2019;ll take a closer look at Clay Data Enrichment, how it works, where it excels, and when an alternative might make more sense for your team in 2026.</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Clay is powerful. But powerful doesn&apos;t always mean the right fit.</strong><br><br>If you&apos;re looking for <strong>always-on CRM enrichment</strong> without the workflow complexity, <a href="https://www.findymail.com/crm-enrichment/">Findymail CRM Datacare</a> keeps your data clean and up to date automatically. No builds, no credit stacking, no guesswork. Just connect your CRM and let Datacare handle the rest. <br><br>Every demo includes a <strong>free CRM health check</strong> so you can see exactly where your data stands before committing to anything.</div></div><div class="kg-card kg-button-card kg-align-center"><a href="https://www.findymail.com/schedule-a-demo/" class="kg-btn kg-btn-accent">Book your CRM health check here!</a></div><div class="kg-card kg-callout-card kg-callout-card-white"><div class="kg-callout-text"><strong>TL;DR &#x2013; Clay Data Enrichment</strong><br><br><strong>What Is Clay Data Enrichment?</strong> Clay is a programmable enrichment platform that connects 150+ third-party data providers into one unified workflow. Rather than relying on a single database, it lets teams build custom enrichment pipelines, automate data routing, and push clean records directly into their CRM.<br><br><strong>How Clay Data Enrichment Works:</strong><br>1. <strong>Waterfall Enrichment:</strong> Runs records through multiple data providers in sequence, filling gaps left by each previous source for broader coverage and fewer incomplete profiles.<br>2. <strong>Claygent AI:</strong> A built-in web research agent that surfaces unstructured data from public sources like job listings, press releases, and company pages using natural language prompts.<br>3. <strong>Signals and Intent:</strong> Monitors live triggers including job changes, promotions, funding rounds, and LinkedIn mentions to help teams time their outreach around real account activity.<br><br><strong>Clay Pros and Cons:</strong><br>1. Highly customizable workflows with 150+ enrichment sources in one place.<br>2. Powerful automation capabilities for enrichment, routing, and outreach triggers.<br>3. Steep learning curve and requires technical setup to get real value out of it.<br>4. Credit costs can add up quickly without a well-optimized waterfall setup.<br>5. Email deliverability is not built in. Verification quality depends entirely on the providers you choose.<br><br><strong>Clay Pricing:</strong><br>1. <strong>Free:</strong> 14-day trial &#x2013; 500 actions/month + 100 data credits/mo<br>2. <strong>Launch:</strong> $185/month &#x2014; 15,000 actions/month<br>3. <strong>Growth:</strong> $495/month &#x2014; 40,000 actions/month<br>4. <strong>Enterprise:</strong> Custom pricing<br><br><strong>Best Alternatives to Clay for Data Enrichment:</strong><br>1. <strong>Findymail CRM Datacare</strong> &#x2014; Best for always-on CRM enrichment with guaranteed bounce protection and predictable pricing by database size. Starts from $500/month, billed annually.<br>2. <strong>Apollo.io</strong> &#x2014; Best for teams that want a large contact database and outreach tools in one platform. Starts from $59/user/month.<br>3. <strong>ZoomInfo</strong> &#x2014; Best for enterprise teams needing deep global coverage and advanced buyer intent signals. Custom pricing.<br>4. <strong>Cognism</strong> &#x2014; Best for GDPR-compliant enrichment with physically verified phone numbers. Custom pricing.<br>5. <strong>Lead411</strong> &#x2014; Best for intent-driven outreach with direct cell phone numbers and company event triggers. Starts from $49/month.<br>6. <strong>LeadIQ</strong> &#x2014; Best for LinkedIn-focused prospecting with real-time CRM sync and AI-powered email generation. Starts from $20/month.</div></div><h2 id="what-exactly-is-clay-data-enrichment"><strong>What Exactly Is Clay Data Enrichment?</strong></h2><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/image-108.png" class="kg-image" alt="Clay Data Enrichment: What It Is, How It Works &amp; Best Alternatives (2026)" loading="lazy" width="2000" height="1050" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/image-108.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/image-108.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/image-108.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/03/image-108.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.clay.com/">Clay</a></figcaption></figure><p>Think of Clay less as a traditional contact database and more like a programmable spreadsheet for revenue teams. Specifically, one that pulls in data from dozens of external providers and lets you build custom workflows on top of it.</p><p>But before we zoom in on Clay specifically, <strong>let&#x2019;s define the bigger concept</strong>.</p><h3 id="what-is-data-enrichment-in-b2b-sales"><strong>What Is Data Enrichment In B2B Sales?</strong></h3><p><a href="https://www.findymail.com/blog/what-is-data-enrichment/">Data enrichment</a> in B2B sales is the process of <strong>enhancing raw contact or company records</strong> with additional information, such as <a href="https://www.findymail.com/email-verifier/">verified emails</a>, phone numbers, <a href="https://www.findymail.com/blog/job-change-tracking/">job titles</a>, company size, industry, buying signals, or tech stack data. Instead of working with a name and a company domain, enrichment turns basic records into actionable prospect profiles.</p><p>Clay approaches data enrichment differently than most tools. Rather than relying on a single proprietary database, it connects <strong>multiple third-party data providers into one unified workflow</strong>. This is called <a href="https://www.findymail.com/blog/waterfall-enrichment/">waterfall enrichment</a>. You can layer sources together, compare outputs, apply logic, filter results, and automate actions, all inside the same system. The result is highly customized enrichment pipelines tailored to your ideal customer profile.</p><h2 id="so-why-do-teams-use-clay-for-prospecting-and-crm-enrichment">So Why Do Teams Use Clay For Prospecting And CRM Enrichment?</h2><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/image-109.png" class="kg-image" alt="Clay Data Enrichment: What It Is, How It Works &amp; Best Alternatives (2026)" loading="lazy" width="2000" height="1983" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/image-109.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/image-109.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/image-109.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/03/image-109.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.clay.com/">Clay</a></figcaption></figure><p><strong>Because it gives them flexibility</strong>. Sales, RevOps, and even GTM teams can <a href="https://www.findymail.com/ai-b2b-lead-finder/">build precise lead lists</a>, enrich inbound signups, <a href="https://www.findymail.com/blog/email-address-format/">validate contact data</a>, monitor signals, and <a href="https://www.findymail.com/blog/crm-data-cleansing/">push clean records into their CRM</a>, all while controlling where the data comes from and how it&apos;s processed. For teams that value customization and granular control, Clay is a powerful engine behind outbound prospecting and <a href="https://www.findymail.com/blog/what-is-data-hygiene/">ongoing CRM data maintenance</a>.</p><p><strong>How Clay Data Enrichment Works</strong></p><p>Clay&apos;s enrichment hub is built around three core features that work together to help teams keep their data current, accurate, and actionable. Here&apos;s how each one works.</p><h3 id="1-waterfall-enrichment"><strong>1. Waterfall Enrichment</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/image-110.png" class="kg-image" alt="Clay Data Enrichment: What It Is, How It Works &amp; Best Alternatives (2026)" loading="lazy" width="2000" height="1977" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/image-110.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/image-110.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/image-110.png 1600w, https://www.findymail.com/blog/content/images/2026/03/image-110.png 2296w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.clay.com/">Clay</a></figcaption></figure><p>Waterfall enrichment is <strong>Clay&apos;s core mechanic</strong>. Instead of pulling from a single data source, Clay runs your records through multiple third-party providers in sequence, moving to the next source only when the previous one comes up short. The result is broader coverage, fewer gaps, and more complete prospect profiles.</p><p><strong>What gets enriched:</strong></p><ul><li>Work emails and personal emails</li><li>Phone numbers</li><li>Company firmographics</li><li>Technographics</li><li>Social profiles</li><li>Job changes and intent signals</li></ul><p><strong>Data providers:</strong></p><p>Clay connects to <strong>150+ third-party providers</strong> within its waterfall setup. Findymail is one of Clay&apos;s premium email verification providers, known for delivering some of the highest accuracy rates on the platform.</p><p>For teams running high-volume outreach, pairing Clay&apos;s waterfall logic with Findymail&apos;s verified data is one of the most reliable setups available, especially as part of a broader <a href="https://coldiq.com/free-tools/b2b-saas-gtm-strategy">B2B SaaS GTM strategy</a> focused on scalable and data-driven prospecting.</p><p><strong>Enrichment timing:</strong></p><ul><li>Real time as new leads come in</li><li>On a set schedule for ongoing maintenance</li><li>In bulk for existing lists that need a refresh</li></ul><p><strong>Workflow automation:</strong> Once enriched, Clay can automatically:</p><ul><li>Push clean records into your CRM</li><li>Trigger outreach sequences</li><li>Route leads based on the data it surfaces</li></ul><p>No manual intervention required.</p><p><strong>Common mistakes to avoid:</strong></p><ul><li>Running all providers simultaneously instead of sequentially. The logic only works when sources run in order, with each one filling what the last one missed.</li><li>Putting the cheapest provider first rather than the most accurate. Prioritize quality at the top of the waterfall and use lower-cost sources to fill the gaps.</li><li>Not tracking which provider found each piece of data. Always log the source so you know what&apos;s working and what isn&apos;t.</li></ul><h3 id="2-claygent-ai"><strong>2. Claygent AI</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/image-112.png" class="kg-image" alt="Clay Data Enrichment: What It Is, How It Works &amp; Best Alternatives (2026)" loading="lazy" width="2000" height="1998" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/image-112.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/image-112.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/image-112.png 1600w, https://www.findymail.com/blog/content/images/2026/03/image-112.png 2322w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.clay.com/">Clay</a></figcaption></figure><p>Claygent is Clay&apos;s built-in AI web research agent, designed to <strong>surface information that traditional databases simply don&apos;t index</strong>. Think of it as a tireless digital research assistant with access to virtually any publicly available information on the internet.</p><p>If Google and ChatGPT had a product together, it would look a lot like Claygent. It uses <strong>natural language processing</strong> to turn open-ended research tasks into specific, structured outputs, making complex data extraction accessible even to non-technical users. Want to find the breadth of a company&apos;s support documentation, or check whether a lead&apos;s website feels off-brand? Just ask.</p><p><strong>How it works:</strong> Claygent is a web scraper built for unstructured data, the kind buried in:</p><ul><li>&quot;About Us&quot; pages</li><li>Blog posts and articles</li><li>Job listings</li><li>Press releases</li></ul><p>It uses advanced language models to interpret vague or open-ended prompts and return clean, usable answers.</p><p><strong>Available AI models:</strong></p><ul><li><strong>Claygent Helium:</strong> Best price-to-performance ratio for standard research tasks.</li><li><strong>Claygent Neon:</strong> Optimized for answer formatting and precise data extraction.</li><li><strong>Claygent Argon:</strong> Built for deep research and complex, multi-step analysis.</li><li><strong>GPT-4 and Claude Opus:</strong> Available for tasks that require enhanced reasoning capabilities.</li></ul><p><strong>Built-in templates:</strong></p><ul><li><strong>ICP Qualification Agent:</strong> Analyzes a professional profile and scores whether someone fits your outreach criteria.</li><li><strong>Cold Email Composition Agent:</strong> Pulls key parameters, runs web research, and drafts a tailored outreach email automatically.</li><li><strong>Email Timing Agent:</strong> Pulls CRM data, scores account readiness based on activity, and outputs a timing recommendation for when to reach out.</li></ul><p>Claygent is accessible directly within any Clay workflow and can be added as a step alongside your standard enrichment providers.</p><h3 id="3-signals-and-intent">3. Signals and Intent</h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/image-113.png" class="kg-image" alt="Clay Data Enrichment: What It Is, How It Works &amp; Best Alternatives (2026)" loading="lazy" width="2000" height="2043" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/image-113.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/image-113.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/image-113.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/03/image-113.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.clay.com/">Clay</a></figcaption></figure><p>Beyond static enrichment, <strong>Clay monitors live signals</strong> that indicate when a prospect is most likely to engage. Instead of reaching out cold, signals let you time your outreach around real events happening at target accounts.</p><p><strong>The types of signals Clay tracks:</strong></p><ul><li><strong>New Hires:</strong> Monitor new hires at target companies within the last three months, so you can engage during the window when new decision-makers are evaluating tools and vendors.</li><li><strong>Promotions:</strong> Track when contacts move into new roles within their current company, a high-intent moment when priorities and budgets often shift.</li><li><strong>Job Changes:</strong> Get notified when contacts move to new companies entirely, helping you leverage existing relationships or prepare for changes in account engagement.</li><li><strong>LinkedIn Brand Mentions:</strong> Track company mentions across LinkedIn to identify partnerships, surface testimonials, address feedback, and measure campaign impact.</li><li><strong>News and Fundraising:</strong> Stay informed about significant company events like funding rounds or acquisitions, giving you timely and relevant reasons to reach out.</li></ul><p><strong>Pricing and availability:</strong></p><ul><li>Most Signals cost 1 credit for every 5 records checked and are available on any paid Clay plan.</li><li>The LinkedIn social listening Signal is reserved for Pro and Enterprise customers.</li></ul><h2 id="pros-and-cons-of-clay-data-enrichment"><strong>Pros and Cons of Clay Data Enrichment</strong></h2><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/image-116.png" class="kg-image" alt="Clay Data Enrichment: What It Is, How It Works &amp; Best Alternatives (2026)" loading="lazy" width="2000" height="552" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/image-116.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/image-116.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/image-116.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/03/image-116.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.clay.com/">Clay</a></figcaption></figure><h3 id="clay-pros"><strong>Clay Pros</strong></h3><ul><li><strong>Highly customizable workflows:</strong> For teams that know what they&apos;re doing, Clay offers a powerful roster of tools that can be combined to streamline the entire journey from prospecting to outreach.</li><li><strong>150+ enrichment sources:</strong> Teams with complex data needs can pull from a wide range of providers in one place, reducing the need for multiple standalone tools.</li><li><strong>Powerful automation capabilities:</strong> Clay can handle enrichment, routing, and outreach triggers automatically, cutting down on manual work across the board.</li><li><strong>All-in-one platform:</strong> For teams looking to consolidate their tech stack, Clay covers prospecting, enrichment, and outreach without needing to switch between tools.</li></ul><h3 id="clay-cons"><strong>Clay Cons</strong></h3><figure class="kg-card kg-embed-card kg-card-hascaption"><iframe width="200" height="113" src="https://www.youtube.com/embed/HltNPIFED40?feature=oembed" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen title="The TRUTH about Waterfall Enrichment"></iframe><figcaption>The TRUTH about Waterfall Enrichment</figcaption></figure><ul><li><strong>Steep learning curve:</strong> Like most all-in-one platforms, Clay comes packed with features that take time to learn. Expect an adjustment period before your team gets the most out of it.</li><li><strong>Credit costs can add up quickly:</strong> Without a well-optimized waterfall setup, it&apos;s easy to burn through credits fast. Teams that aren&apos;t deliberate about provider sequencing often end up overspending.</li><li><strong>Requires technical setup:</strong> Clay rewards technical users. Non-technical teams may struggle to configure workflows effectively without dedicated support or a RevOps resource.</li><li><strong>Email deliverability not built in:</strong> Deliverability depends heavily on the providers you choose. Some surface risky contact data like catch-all emails, which can hurt your sender reputation if left unfiltered.</li><li><strong>Compliance risks:</strong> Clay doesn&apos;t own its underlying data, which makes it harder to guarantee compliance, accuracy, and freshness across all sources, particularly at scale.</li></ul><h2 id="clay-data-enrichment-pricing-is-it-worth-it"><strong>Clay Data Enrichment Pricing (Is It Worth It?)</strong></h2><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/image-117.png" class="kg-image" alt="Clay Data Enrichment: What It Is, How It Works &amp; Best Alternatives (2026)" loading="lazy" width="2000" height="1444" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/image-117.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/image-117.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/image-117.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/03/image-117.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.clay.com/">Clay</a></figcaption></figure><p>Having recently <a href="https://www.clay.com/blog/introducing-clays-new-pricing">updated their pricing model</a> as of March 11, 2026. Clay runs on a <strong>credit-based model</strong>, which means costs can vary significantly depending on how your workflows are built. Each enrichment action pulls from your credit balance, with the cost per workflow depending on which data providers you&apos;re using and how many you&apos;re stacking in sequence. AI-powered actions through Claygent are billed separately per model call, and most Signals cost one credit for every five records processed.</p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/image-119.png" class="kg-image" alt="Clay Data Enrichment: What It Is, How It Works &amp; Best Alternatives (2026)" loading="lazy" width="2000" height="978" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/image-119.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/image-119.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/image-119.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/03/image-119.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.clay.com/">Clay</a></figcaption></figure><p><strong>So is it worth it? </strong>For lean, targeted workflows the updated model is a clear improvement. High-volume, multi-provider waterfalls can still eat through credits quickly if workflows aren&apos;t optimized, so it pays to be deliberate about how you build. That said, the new plans are a <strong>step in the right direction</strong>, with easier access to key features, fairer AI pricing, and less friction when you need to scale.</p><p>Clay offers <strong>three core pricing plans</strong> with adjustable credit allocations to fit different workflow volumes:</p><ul><li><strong><strong><strong>Free:</strong> </strong></strong>14-day trial &#x2013; 500 actions/month + 100 data credits/mo</li><li><strong><strong><strong>Launch: </strong></strong></strong>$185/mo &#x2013; Starts at 15,000 actions/mo</li><li><strong><strong><strong>Growth: </strong></strong></strong>$495/mo &#x2013; Starts at 40,000 actions/mo</li><li><strong><strong><strong>Enterprise:</strong></strong></strong> Custom &#x2013; Custom actions</li></ul><h3 id="who-gets-the-most-value-from-clay"><strong>Who Gets the Most Value from Clay?</strong></h3><p>Clay&apos;s pricing model makes the most sense for teams that need granular control over their enrichment workflows and are comfortable optimizing credit usage to match. It&apos;s particularly well-suited for:</p><ul><li><strong>RevOps teams</strong> managing complex, multi-source data pipelines</li><li><strong>Agencies </strong>running enrichment across multiple client accounts</li><li><strong>Advanced outbound teams</strong> that need precise control over how and where data is sourced</li><li><strong>Teams building custom enrichment pipelines</strong> tailored to a specific ICP</li></ul><p>If your workflows are straightforward or your volume is low, simpler and more affordable alternatives may serve you better.</p><h2 id="best-alternatives-to-clay-for-data-enrichment"><strong>Best Alternatives to Clay for Data Enrichment</strong></h2><p>Clay is a powerful platform, but it&apos;s not the right fit for every team. Whether the pricing model, learning curve, or feature set doesn&apos;t align with your needs, the tools below offer strong alternatives for different use cases, team sizes, and enrichment workflows.</p><h3 id="1-findymail-crm-datacare"><strong>1. Findymail CRM Datacare</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/05/Datacare-LP-8.png" class="kg-image" alt="Clay Data Enrichment: What It Is, How It Works &amp; Best Alternatives (2026)" loading="lazy" width="2000" height="1020" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/05/Datacare-LP-8.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/05/Datacare-LP-8.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/05/Datacare-LP-8.png 1600w, https://www.findymail.com/blog/content/images/2026/05/Datacare-LP-8.png 2244w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.findymail.com/crm-enrichment/">Findymail CRM Datacare</a></figcaption></figure><p><strong>Overview:</strong></p><p>Instead of building a complex enrichment stack, you can opt for one solution that finds, verifies, and enriches your CRM data <strong>continuously in the background</strong>, with no manual triggers, no tab switching, and no extra workflows to layer in.</p><p><a href="https://www.findymail.com/crm-enrichment/">Findymail CRM Datacare</a> connects natively to all major CRMs and works around the clock, automatically filling missing fields, merging duplicate records, and replacing outdated contact data with fresh, verified information. Every B2B contact data is backed by a <strong>guaranteed bounce rate of 5% or less</strong>, so you&apos;re always working with the most accurate B2B data available. Whether you&apos;re new to <a href="https://www.findymail.com/blog/crm-enrichment/">CRM enrichment</a> or a seasoned ops professional, Datacare is built to stay out of your way and keep your data clean without the overhead.</p><p><strong>Key Features:</strong></p><ul><li><strong>Always-On Enrichment &amp; Deduplication:</strong> Continuously cleans and enriches your CRM in the background without any manual intervention</li><li><strong>Native CRM Integrations:</strong> Connects seamlessly with Salesforce, HubSpot, and all major CRMs for real-time data sync</li><li><strong>Job Change Tracking:</strong> Automatically flags warm leads and updates records when contacts change roles or companies</li><li><strong>Bulk Email Verification:</strong> Finds and verifies contact data in bulk with a guaranteed bounce rate of 5% or less</li><li><strong>Preview Mode:</strong> Review all changes before any data is touched for full control over your CRM</li><li><strong>Data Safety Controls:</strong> Full rollback, segment controls, and No Override Default to protect your existing data at every step</li></ul><p><strong>Ratings:</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/05/Datacare-Ratings-1.png" class="kg-image" alt="Clay Data Enrichment: What It Is, How It Works &amp; Best Alternatives (2026)" loading="lazy" width="1910" height="753" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/05/Datacare-Ratings-1.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/05/Datacare-Ratings-1.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/05/Datacare-Ratings-1.png 1600w, https://www.findymail.com/blog/content/images/2026/05/Datacare-Ratings-1.png 1910w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.findymail.com/crm-enrichment/">Findymail CRM Datacare</a></figcaption></figure><ul><li><strong>G2:</strong> 4.9/5 (57)</li><li><strong>Capterra:</strong> 4.9 (7)</li></ul><p><strong>Pros:</strong></p><ul><li><strong>Priced by database size rather than per enrichment</strong>, making costs predictable and scalable.</li><li><strong>Safety controls give teams full visibility and control</strong> over what gets enriched and when.</li><li>Catches and merges duplicate records automatically, keeping CRM data clean without manual intervention.</li></ul><p><strong>Cons:</strong></p><ul><li><strong>Best suited for teams with an existing CRM</strong>, less relevant for teams still building their prospect lists from scratch.</li><li>Job change tracking is only <strong>available on the higher-tier plan</strong>.</li></ul><p><strong>Customer Reviews:</strong></p><ul><li>&quot;Accurate and Comprehensive Email Search Tool&quot; &#x2013; <a href="https://www.g2.com/products/findymail/reviews/findymail-review-12029379">Yash A.</a>, verified G2 reviewer</li><li>&quot;Findymail: The Best Email Finder for High-Volume Outreach&quot; &#x2013; <a href="https://www.g2.com/products/findymail/reviews/findymail-review-11844037">Kevin Y.</a>, verified G2 reviewer</li></ul><p><strong>Pricing: &#xA0;</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/05/Datacare-Pricing-4.png" class="kg-image" alt="Clay Data Enrichment: What It Is, How It Works &amp; Best Alternatives (2026)" loading="lazy" width="2000" height="998" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/05/Datacare-Pricing-4.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/05/Datacare-Pricing-4.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/05/Datacare-Pricing-4.png 1600w, https://www.findymail.com/blog/content/images/2026/05/Datacare-Pricing-4.png 2196w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.findymail.com/crm-enrichment/">Findymail CRM Datacare</a></figcaption></figure><p>Unlike most enrichment tools that charge per record, Findymail CRM Datacare is <strong>priced by database size</strong>, so your costs stay predictable no matter how often your data is enriched:</p><ul><li><strong>$500/month, billed annually:</strong> Enrichment + Job Tracking.</li><li>Every demo comes with a <strong>free CRM health check</strong>.</li></ul><div class="kg-card kg-callout-card kg-callout-card-green"><div class="kg-callout-emoji">&#x1F449;</div><div class="kg-callout-text">Every demo also includes a <strong><a href="https://www.findymail.com/schedule-a-demo/">free CRM health check</a></strong>, so you can see exactly where your data stands before committing to anything.</div></div><div class="kg-card kg-button-card kg-align-center"><a href="https://www.findymail.com/schedule-a-demo/" class="kg-btn kg-btn-accent">Book your CRM health check here!</a></div><h3 id="2-apolloio"><strong>2. </strong><a href="http://apollo.io"><strong>Apollo.io</strong></a></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/image-123.png" class="kg-image" alt="Clay Data Enrichment: What It Is, How It Works &amp; Best Alternatives (2026)" loading="lazy" width="2000" height="955" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/image-123.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/image-123.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/image-123.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/03/image-123.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.apollo.io/">Apollo.io</a></figcaption></figure><p><strong>Overview:</strong></p><p><a href="https://www.apollo.io/">Apollo.io</a> is widely recognized for its <strong>expansive B2B contact database</strong>, but its enrichment capabilities are equally worth your attention. Beyond prospecting, Apollo keeps your CRM records accurate and up to date by combining demographic, firmographic, real-time signal, and verified contact data in a single platform.</p><p>For revenue teams that want to enrich their data and act on it without jumping between tools, Apollo covers both.</p><p><strong>Key Features:</strong></p><ul><li><strong>Expansive B2B Database:</strong> 210M+ contacts and 65+ data points for enrichment at scale</li><li><strong>AI-Powered Lead Scoring:</strong> Score prospects based on fit, behavior, engagement history, and conversion likelihood</li><li><strong>Job Change &amp; Missing Email Enrichment:</strong> Automatically updates records when contacts change roles or companies</li><li><strong>Waterfall Enrichment:</strong> Pulls from Apollo&apos;s database and third-party sources to surface more complete contact data</li><li><strong>CRM Sync:</strong> Native integrations with Salesforce, HubSpot, Zoho, and Pipedrive for real-time data sync</li></ul><p><strong>Ratings:</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/image-124.png" class="kg-image" alt="Clay Data Enrichment: What It Is, How It Works &amp; Best Alternatives (2026)" loading="lazy" width="2000" height="998" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/image-124.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/image-124.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/image-124.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/03/image-124.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.apollo.io/">Apollo.io</a></figcaption></figure><ul><li><strong>G2:</strong> 4.7/5 (9,450)</li><li><strong>Capterra:</strong> 4.5/5 (384)</li></ul><p><strong>Pros:</strong></p><ul><li><strong>Integrates with Findymail</strong> to add an extra layer of email verification and deliverability protection.</li><li>Consistently praised for the <strong>size and depth of its contact database</strong> for prospecting at scale.</li><li><strong>Clean, intuitive interface</strong> makes building and managing outreach campaigns straightforward.</li></ul><p><strong>Cons:</strong></p><ul><li>Initial setup and onboarding <strong>can feel complex for new users</strong>.</li><li><strong>The free plan is very limited</strong>, making it difficult to evaluate meaningfully without upgrading.</li></ul><p><strong>Customer Reviews:</strong></p><ul><li>&quot;Excellent Data Enrichment for User Profiles&quot; &#x2014; <a href="https://www.g2.com/products/apollo-io/reviews/apollo-io-review-12494957">Joana V.</a>, verified G2 reviewer</li><li>&quot;All My Contacts in One Place, with Powerful Ways to Manage Them&quot; &#x2014; <a href="https://www.g2.com/products/apollo-io/reviews/apollo-io-review-12487306">Carlos R.</a>, verified G2 reviewer</li></ul><p><strong>Pricing:</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/image-125.png" class="kg-image" alt="Clay Data Enrichment: What It Is, How It Works &amp; Best Alternatives (2026)" loading="lazy" width="2000" height="962" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/image-125.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/image-125.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/image-125.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/03/image-125.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.apollo.io/">Apollo.io</a></figcaption></figure><p>Apollo offers a range of plans to suit different team sizes and workflow volumes:</p><ul><li><strong>Free:</strong> $0/user/month &#x2014; 75 credits</li><li><strong>Basic:</strong> $59/user/month &#x2014; 2,500 credits</li><li><strong>Professional:</strong> $99/user/month &#x2014; 4,000 credits</li><li><strong>Organisation:</strong> $59/user/month &#x2014; 6,000 credits</li></ul><h3 id="3-zoominfo"><strong>3. ZoomInfo</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/image-127.png" class="kg-image" alt="Clay Data Enrichment: What It Is, How It Works &amp; Best Alternatives (2026)" loading="lazy" width="2000" height="962" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/image-127.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/image-127.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/image-127.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/03/image-127.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.zoominfo.com/">ZoomInfo</a></figcaption></figure><p><strong>Overview:</strong></p><p><a href="https://www.zoominfo.com/">ZoomInfo</a> is one of the <strong>most established names in B2B contact data</strong>. Its database is vast, its real-time updates keep data fresh, and its advanced search filters make it easier to zero in on the right prospects.</p><p>For enterprise sales and marketing teams operating at scale, it&apos;s a serious contender.</p><p><strong>Key Features:</strong></p><ul><li><strong>Enterprise Contact Data:</strong> Extensive global coverage with real-time updates to keep records accurate</li><li><strong>Buyer Intent &amp; Technographics:</strong> Advanced targeting signals to identify in-market prospects ready to engage</li><li><strong>Advanced Segmentation:</strong> Precise filtering for building highly targeted campaign audiences</li><li><strong>CRM Sync &amp; Automation:</strong> Deep integrations with enterprise sales stacks for streamlined workflows and automated data management</li></ul><p><strong>Ratings:</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/image-129.png" class="kg-image" alt="Clay Data Enrichment: What It Is, How It Works &amp; Best Alternatives (2026)" loading="lazy" width="2000" height="369" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/image-129.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/image-129.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/image-129.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/03/image-129.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.zoominfo.com/">ZoomInfo</a></figcaption></figure><ul><li><strong>G2:</strong> 4.5/5 (9,031)</li><li><strong>Capterra:</strong> 4.1/5 (317)</li></ul><p><strong>Pros:</strong></p><ul><li><strong>One of the largest B2B databases available</strong>, with comprehensive global coverage.</li><li>Particularly strong for <strong>sourcing leads in the U.S. market</strong>.</li><li><strong>Deep integrations</strong> with enterprise sales and marketing stacks.</li><li>Versatile Chrome extension well-suited for <strong>LinkedIn prospecting and outbound research</strong>.</li></ul><p><strong>Cons:</strong></p><ul><li><strong>High pricing with significant minimum commitments</strong>, likely overkill for smaller teams.</li><li><strong>Coverage in EMEA markets is notably weaker</strong> than several competitors.</li><li>Upon termination, <strong>all data sourced from ZoomInfo must be deleted from your CRM</strong>, a requirement most other providers don&apos;t impose.</li><li><strong>The updated platform UI has received mixed feedback</strong>, with some users finding it less intuitive than the previous version.</li></ul><p><strong>Customer Reviews:</strong></p><ul><li>&quot;Easy to Use, Complete Contacts, and Smooth HubSpot Integration&quot; &#x2014; <a href="https://www.g2.com/products/zoominfo-sales/reviews/zoominfo-sales-review-12479048">Angie P.</a>, verified G2 reviewer</li><li>&quot;Effortlessly Find Client Contacts with Ease&quot; &#x2014; <a href="https://www.g2.com/products/zoominfo-sales/reviews/zoominfo-sales-review-10703180">Scot R.</a>, verified G2 reviewer</li></ul><p><strong>Pricing:</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/image-128.png" class="kg-image" alt="Clay Data Enrichment: What It Is, How It Works &amp; Best Alternatives (2026)" loading="lazy" width="2000" height="973" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/image-128.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/image-128.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/image-128.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/03/image-128.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.zoominfo.com/">ZoomInfo</a></figcaption></figure><p>ZoomInfo&apos;s pricing is customized by use case and team size. Contact their sales team for a full breakdown.</p><ul><li><strong>Sales:</strong> Contact Sales</li><li><strong>Marketing:</strong> Contact Sales</li><li><strong>Talent:</strong> Contact Sales</li></ul><h3 id="4-cognism"><strong>4. Cognism</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/image-130.png" class="kg-image" alt="Clay Data Enrichment: What It Is, How It Works &amp; Best Alternatives (2026)" loading="lazy" width="2000" height="948" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/image-130.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/image-130.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/image-130.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/03/image-130.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.cognism.com/">Cognism</a></figcaption></figure><p><strong>Overview:</strong></p><p><a href="https://www.cognism.com/">Cognism</a> is built for teams where compliance isn&apos;t an afterthought. Designed to meet <strong>GDPR, CCPA, and SOC 2 standards</strong>, it delivers accurate B2B contact data and intent insights without the legal grey areas that come with less rigorous providers.</p><p>Its phone number coverage stands out in particular, thanks to Diamond Data&#xAE;, a verification process that goes beyond automated checks to ensure the numbers you pull actually reach real people.</p><p><strong>Key Features:</strong></p><ul><li><strong>Diamond Data&#xAE;:</strong> Physically verified phone numbers confirmed to be correct and currently in use</li><li><strong>Sales Companion:</strong> A personalized sales assistant that helps reps tailor outreach to the right decision-makers</li><li><strong>Data Enrichment:</strong> Three enrichment options (Instant, Scheduled, and On-Demand CSV) to keep your CRM accurate and up to date</li><li><strong>Intent Data &amp; Buying Signals:</strong> Layers buying context onto contacts to help you reach decision-makers at the right moment</li><li><strong></strong> Pulls from news reports, press releases, public registries, and validated third-party vendors to keep data fresh</li></ul><p><strong>Ratings:</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/image-131.png" class="kg-image" alt="Clay Data Enrichment: What It Is, How It Works &amp; Best Alternatives (2026)" loading="lazy" width="2000" height="671" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/image-131.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/image-131.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/image-131.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/03/image-131.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.cognism.com/">Cognism</a></figcaption></figure><ul><li><strong>G2:</strong> 4.5/5 (1,317)</li><li><strong>Capterra:</strong> 4.7/5 (255)</li></ul><p><strong>Pros:</strong></p><ul><li><strong>Strong European coverage</strong>, particularly valuable for teams operating in GDPR-regulated markets.</li><li>Intent signals that <strong>help with timing, not just targeting</strong>.</li><li><strong>GDPR-first approach</strong> means fewer compliance concerns out of the box.</li><li><strong>Complete sales engagement suite</strong> with powerful automation built in.</li></ul><p><strong>Cons:</strong></p><ul><li><strong>Enterprise-grade features come with enterprise-level pricing</strong>, less accessible for smaller teams.</li><li>The breadth of features means a more involved <strong>setup and steeper initial learning curve</strong>.</li><li><strong>Credit limits apply</strong>, though more generous than most comparable tools.</li></ul><p><strong>Customer Reviews:</strong></p><ul><li>&quot;Essential for Prospecting, Needs Data Accuracy Improvement&quot; &#x2014; <a href="https://www.g2.com/products/cognism/reviews/cognism-review-12499238">Mauro V.</a>, verified G2 reviewer</li><li>&quot;Seamless Chrome Extension That Consistently Captures the Right Info&quot; &#x2014; <a href="https://www.g2.com/products/cognism/reviews/cognism-review-12453170">Tee A.</a>, verified G2 reviewer</li></ul><p><strong>Pricing:</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/image-132.png" class="kg-image" alt="Clay Data Enrichment: What It Is, How It Works &amp; Best Alternatives (2026)" loading="lazy" width="2000" height="1001" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/image-132.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/image-132.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/image-132.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/03/image-132.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.cognism.com/">Cognism</a></figcaption></figure><p>Cognism offers two plans. Pricing isn&apos;t publicly listed, contact their team for a full breakdown.</p><ul><li><strong>Grow:</strong> Request a quote &#x2014; prospecting essentials to identify and engage the right accounts</li><li><strong>Elevate:</strong> Request a quote &#x2014; everything in Grow, plus Market &amp; Buying Signals and available add-ons</li></ul><h3 id="5-lead411"><strong>5. Lead411</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/image-133.png" class="kg-image" alt="Clay Data Enrichment: What It Is, How It Works &amp; Best Alternatives (2026)" loading="lazy" width="2000" height="1031" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/image-133.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/image-133.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/image-133.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/03/image-133.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.lead411.com/">Lead411</a></figcaption></figure><p><strong>Overview:</strong></p><p><a href="https://www.lead411.com/">Lead411</a> combines <strong>traditional B2B data with modern intent signals</strong>, offering comprehensive contact and company information alongside buying triggers that indicate when prospects are ready to engage.</p><p>The platform stands out for its direct cell phone numbers and real-time company event notifications, making it a strong choice for teams focused on immediate outreach to decision makers.</p><p><strong>Key Features:</strong></p><ul><li><strong>Real-Time Email Verification:</strong> Protects sender reputation by ensuring every contact is verified before outreach.</li><li><strong>Direct Cell Phone Numbers:</strong> Provides verified mobile numbers for executives and decision makers.</li><li><strong>Company Event Triggers:</strong> Flags funding rounds, leadership changes, and expansion signals as actionable buying triggers.</li><li><strong>Chrome Extension:</strong> Enables browser-based prospecting without disrupting existing workflows.</li><li><strong>Native CRM Integrations:</strong> Syncs seamlessly with all major sales platforms.</li></ul><p><strong>Ratings:</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/image-134.png" class="kg-image" alt="Clay Data Enrichment: What It Is, How It Works &amp; Best Alternatives (2026)" loading="lazy" width="2000" height="402" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/image-134.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/image-134.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/image-134.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/03/image-134.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.lead411.com/">Lead411</a></figcaption></figure><ul><li><strong>G2:</strong> 4.5/5 (477)</li><li><strong>Capterra:</strong> 4.7/5 (76)</li></ul><p><strong>Pros:</strong></p><ul><li><strong>Unlimited data on select plans </strong>offers exceptional value for high-volume prospecting.</li><li><strong>Comprehensive intent data</strong> helps teams time their outreach for maximum impact.</li><li><strong>CRM integrations sync seamlessly</strong> with existing workflows.</li></ul><p><strong>Cons:</strong></p><ul><li><strong>Data accuracy can be inconsistent</strong>, particularly for international contacts.</li><li><strong>The interface feels dated</strong> compared to more modern alternatives.</li><li><strong>Primary focus is on the US market</strong>, with limited international coverage.</li></ul><p><strong>Customer Reviews:</strong></p><ul><li>&quot;Amazing Lead Quality That Delivers&quot; &#x2013; <a href="https://www.g2.com/products/cognism/reviews/cognism-review-12499238">Filip V.</a>, verified G2 reviewer</li><li>&quot;Most cost effective lead generating service out there!&quot; &#x2013; <a href="https://www.g2.com/products/lead411/reviews/lead411-review-26934">David D.</a>, verified G2 reviewer</li></ul><p><strong>Pricing:</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/image-135.png" class="kg-image" alt="Clay Data Enrichment: What It Is, How It Works &amp; Best Alternatives (2026)" loading="lazy" width="2000" height="1034" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/image-135.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/image-135.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/image-135.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/03/image-135.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.lead411.com/">Lead411</a></figcaption></figure><p>Lead411 offers three plans across monthly and annual billing cycles. Note that Buyer Intent and Unlimited Data are only available on annual subscriptions.</p><ul><li><strong>Spark:</strong> $49/mo &#x2013; 1000 Exports / Month</li><li><strong>Ignite:</strong> $150/mo &#x2013; 1000+ Exports / Month</li></ul><h3 id="6-leadiq"><strong>6. LeadIQ</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/image-136.png" class="kg-image" alt="Clay Data Enrichment: What It Is, How It Works &amp; Best Alternatives (2026)" loading="lazy" width="2000" height="1002" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/image-136.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/image-136.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/image-136.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/03/image-136.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://leadiq.com/">LeadIQ</a></figcaption></figure><p><strong>Overview:</strong></p><p><a href="https://leadiq.com/">LeadIQ</a> specializes in <strong>LinkedIn prospecting and CRM synchronization</strong>, focusing on the workflow friction that sales teams face when moving from social selling to pipeline management.</p><p>Rather than competing on database size, LeadIQ concentrates on making the <strong>prospecting-to-outreach workflow as seamless as possible</strong>, with real-time data capture and AI-powered content creation built in.</p><p><strong>Key Features:</strong></p><ul><li><strong>LinkedIn Data Capture:</strong> Automatically extracts profile information to eliminate manual data entry during prospecting.</li><li><strong>Real-Time Enrichment:</strong> Updates contact information automatically as new prospects are added to your pipeline.</li><li><strong>Native CRM Sync:</strong> Integrates directly with Salesforce, HubSpot, and other major platforms for seamless data flow.</li></ul><p><strong>Ratings:</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/image-137.png" class="kg-image" alt="Clay Data Enrichment: What It Is, How It Works &amp; Best Alternatives (2026)" loading="lazy" width="2000" height="414" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/image-137.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/image-137.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/image-137.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/03/image-137.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://leadiq.com/">LeadIQ</a></figcaption></figure><ul><li><strong>G2:</strong> 4.2/5(1,158)</li><li><strong>Capterra:</strong> 4.4/5(24)</li></ul><p><strong>Pros:</strong></p><ul><li><strong>Seamless LinkedIn integration</strong> reduces manual data entry and speeds up prospecting workflows.</li><li><strong>AI-powered email generation</strong> creates personalized outreach content at scale.</li><li><strong>Purpose-built for B2B sales teams</strong> with a clean, focused feature set.</li></ul><p><strong>Cons:</strong></p><ul><li><strong>Limited enrichment capabilities</strong> compared to more comprehensive database providers.</li><li><strong>Higher cost per user</strong> makes it less accessible for smaller teams and startups.</li><li><strong>Primarily focused on professional contact data</strong> with limited personal contact information.</li></ul><p><strong>Customer Reviews:</strong></p><ul><li>&quot;Effortless Prospecting with LeadIQ&quot; &#x2013; <a href="https://www.g2.com/products/leadiq/reviews/leadiq-review-12441719">Agata K.</a>, verified G2 reviewer</li><li>&quot;AI-Verified Contacts and Faster Prospecting with LeadIQ&quot; &#x2013; <a href="https://www.g2.com/products/leadiq/reviews/leadiq-review-12409748">Gerald S.</a>, verified G2 reviewer</li></ul><p><strong>Pricing:</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/03/image-138.png" class="kg-image" alt="Clay Data Enrichment: What It Is, How It Works &amp; Best Alternatives (2026)" loading="lazy" width="2000" height="987" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/03/image-138.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/03/image-138.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/03/image-138.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/03/image-138.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://leadiq.com/">LeadIQ</a></figcaption></figure><p>LeadIQ offers a free plan alongside paid options that scale with credit volume:</p><ul><li><strong>Free: </strong>$0/mo &#x2013; 1 User/50 Credits</li><li><strong>Pro:</strong> $20.00/mo &#x2013; Built for growing sales teams focused on building pipeline with a smooth outbound prospecting process.</li><li><strong><strong><strong>Enterprise: </strong>Contact us &#x2013; For established sales teams looking to increase outbound activities and response rates without risking data hygiene.</strong></strong></li></ul><h2 id="clay-vs-findymail-crm-datacare-which-is-right-for-you"><strong>Clay vs. Findymail CRM Datacare: Which Is Right for You?</strong></h2><p>Clay has earned its reputation for good reason. For ops-heavy teams that want full control over how they source, enrich, and automate contact data, it is one of the most powerful tools on the market. If you have the technical bandwidth to build and maintain complex workflows, Clay delivers.</p><p>But power comes with a price, and not just in credits. Clay requires ongoing maintenance, careful workflow optimization, and a solid understanding of its credit system to get real value out of it. For teams that just need their CRM data to stay clean, accurate, and up to date without the complexity, that&apos;s a steep ask.</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>That&apos;s where Findymail CRM Datacare comes in.</strong><br><br>Clay enriches data, but verification depends entirely on which providers you stack, and <strong>not all verification systems are built equal</strong>. Most will pass risky emails through without flagging them. <a href="https://www.findymail.com/crm-enrichment/">Datacare doesn&apos;t</a>. It combines always-on enrichment with Findymail&apos;s <strong>guaranteed bounce rate of 5% or less</strong>, so every record in your CRM is not just complete but actionable. <br><br>Every demo includes a <strong>free CRM health check</strong> so you can see exactly what&#x2019;s going on with your data before making any kind of commitments.</div></div><div class="kg-card kg-button-card kg-align-center"><a href="https://www.findymail.com/schedule-a-demo/" class="kg-btn kg-btn-accent">Book your CRM health check here!</a></div>]]></content:encoded></item><item><title><![CDATA[4 Types of CRM Software: Which One Does Your Business Need?]]></title><description><![CDATA[Discover the 4 types of CRM software: operational, analytical, collaborative, and strategic. Learn which CRM type fits your sales and marketing goals.]]></description><link>https://www.findymail.com/blog/types-of-crm-software/</link><guid isPermaLink="false">694116152fad8c5379bf65a2</guid><category><![CDATA[CRMs]]></category><category><![CDATA[Sales]]></category><dc:creator><![CDATA[Valentin]]></dc:creator><pubDate>Thu, 18 Jun 2026 07:40:00 GMT</pubDate><media:content url="https://www.findymail.com/blog/content/images/2025/12/Type-of-CRM-.png" medium="image"/><content:encoded><![CDATA[<img src="https://www.findymail.com/blog/content/images/2025/12/Type-of-CRM-.png" alt="4 Types of CRM Software: Which One Does Your Business Need?"><p>Not all CRM software is built the same. Some help your sales team close deals faster. Others provide your marketing department with data to run smarter campaigns. And some are designed to get your entire organization - sales, marketing, customer support - on the same page.</p><p>Pick the wrong type of CRM, and you&apos;ll end up paying for features you don&apos;t need while missing the ones you do. And no matter which CRM solution you choose, you&apos;ll need solid <a href="https://www.findymail.com/blog/crm-enrichment/">CRM enrichment</a> to keep your customer data accurate (but more on that later).</p><p>In this guide, we&apos;ll break down the four main types of CRM systems, what each one does best, and how to make an informed decision about which one fits your business.</p><h2 id="why-crm-type-matters"><strong>Why CRM Type Matters</strong></h2><p>Here&apos;s a mistake we see all the time: a company buys CRM tools because they&apos;re popular, not because they serve their specific needs.</p><p>A 5-person sales team doesn&apos;t need enterprise-grade analytics and reporting. A data-driven marketing org doesn&apos;t need a platform built purely for pipeline management. And a business with siloed departments won&apos;t fix that problem with a tool designed for solo sales reps.</p><p>The right type of CRM depends on your goals and strategy:</p><ul><li>Want to automate repetitive tasks and streamline your workflow? You need an operational CRM.</li><li>Want to understand customer behavior and gain deeper insight? You need an analytical CRM.</li><li>Want to enable better collaboration across departments? You need a collaborative CRM.</li><li>Want to build long-term customer relationships and improve retention? You need a strategic CRM.</li></ul><p>Let&apos;s discover what each one offers.</p><h2 id="the-4-types-of-crm-software"><strong>The 4 Types of CRM Software</strong></h2><!--kg-card-begin: html--><div style="overflow-x:auto;">
  <table style="width:100%; border-collapse:collapse; font-family:system-ui,-apple-system,Segoe UI,Roboto,Helvetica,Arial,sans-serif;">
    <thead>
      <tr>
        <th style="text-align:left; padding:12px 14px; font-weight:700; border-bottom:2px solid #e5e7eb;">Type</th>
        <th style="text-align:left; padding:12px 14px; font-weight:700; border-bottom:2px solid #e5e7eb;">Primary Focus</th>
        <th style="text-align:left; padding:12px 14px; font-weight:700; border-bottom:2px solid #e5e7eb;">Best For</th>
        <th style="text-align:left; padding:12px 14px; font-weight:700; border-bottom:2px solid #e5e7eb;">Example of Tools</th>
      </tr>
    </thead>
    <tbody>
      <tr>
        <td style="padding:12px 14px; border-bottom:1px solid #e5e7eb;">Operational</td>
        <td style="padding:12px 14px; border-bottom:1px solid #e5e7eb;">Automating sales, marketing &amp; service</td>
        <td style="padding:12px 14px; border-bottom:1px solid #e5e7eb;">Sales teams, growing businesses</td>
        <td style="padding:12px 14px; border-bottom:1px solid #e5e7eb;">HubSpot, Salesforce, Pipedrive</td>
      </tr>
      <tr>
        <td style="padding:12px 14px; border-bottom:1px solid #e5e7eb;">Analytical</td>
        <td style="padding:12px 14px; border-bottom:1px solid #e5e7eb;">Data analysis &amp; customer insights</td>
        <td style="padding:12px 14px; border-bottom:1px solid #e5e7eb;">Data-driven orgs, enterprise</td>
        <td style="padding:12px 14px; border-bottom:1px solid #e5e7eb;">Zoho Analytics, Salesforce Einstein</td>
      </tr>
      <tr>
        <td style="padding:12px 14px; border-bottom:1px solid #e5e7eb;">Collaborative</td>
        <td style="padding:12px 14px; border-bottom:1px solid #e5e7eb;">Cross-department communication</td>
        <td style="padding:12px 14px; border-bottom:1px solid #e5e7eb;">Companies with siloed teams</td>
        <td style="padding:12px 14px; border-bottom:1px solid #e5e7eb;">Microsoft Dynamics 365, Copper</td>
      </tr>
      <tr>
        <td style="padding:12px 14px; border-bottom:1px solid #e5e7eb;">Strategic</td>
        <td style="padding:12px 14px;">Long-term customer relationships</td>
        <td style="padding:12px 14px;">Retention-focused businesses</td>
        <td style="padding:12px 14px;">Salesforce, HubSpot Enterprise</td>
      </tr>
    </tbody>
  </table>
</div>
<!--kg-card-end: html--><h3 id="1-operational-crm"><strong>1. Operational CRM</strong></h3><p>Operational CRM systems focus on one thing: making your day-to-day customer-facing business processes run smoother. They automate the repetitive tasks that eat up your team&apos;s time - lead management, follow-up emails, contact management, pipeline updates. If you&apos;re wondering <a href="https://www.findymail.com/blog/what-is-crm-automation/">what is CRM automation</a>, this is where it lives.</p><p><strong>What it does:</strong></p><ul><li><strong>Sales force automation:</strong> Automatically assigns leads, tracks deal stages, creates tasks, and keeps your sales pipeline moving without manual effort. This helps businesses optimize their entire sales process.</li><li><strong>Marketing automation:</strong> Triggers email marketing campaigns, scores leads based on behavior, and nurtures prospects until they&apos;re ready for sales. It manages customer engagement across multiple channels.</li><li><strong>Service automation:</strong> Routes support tickets, sends automated responses, and tracks customer support issues to resolution. This improves customer satisfaction and service quality.</li></ul><p><strong>Who it&apos;s for:</strong></p><p>Operational CRM solutions are perfect for sales teams and growing businesses that need to scale without adding headcount. If your reps spend more time on admin work than actual selling, this is your fix.</p><p><strong>Example scenario:</strong></p><p>A new lead fills out your demo request form. The operational CRM automatically:</p><ol><li>Creates a contact record with their details</li><li>Enriches the record with company data (using <a href="https://www.findymail.com/blog/data-enrichment-services/">data enrichment services</a>)</li><li>Assigns the lead to the right rep based on territory</li><li>Adds them to a nurture sequence</li><li>Creates a follow-up task for day 3</li></ol><p>No manual effort required. That&apos;s the power of workflow automation.</p><p><strong>Popular operational CRM tools:</strong> HubSpot, Salesforce Sales Cloud, Pipedrive, Freshsales, Zoho CRM</p><p><strong>Benefits of CRM (Operational):</strong></p><ul><li>Saves significant time on manual tasks and increases productivity</li><li>Improves response speed to new leads</li><li>Scales your team&apos;s output and performance without adding employees</li><li>Provides a unified view of customer interactions</li></ul><p><strong>Considerations:</strong></p><ul><li>Can become complex with too many automations</li><li>Requires accurate, quality data to work effectively (garbage in, garbage out)</li></ul><h3 id="2-analytical-crm"><strong>2. Analytical CRM</strong></h3><p>Analytical CRM systems are built for companies that want to understand the &quot;why&quot; behind customer behavior. Instead of just tracking activities, they analyze patterns, predict outcomes, and surface insights that help you make smarter, data-driven decisions.</p><p><strong>What it does:</strong></p><ul><li><strong>Customer segmentation:</strong> Groups your customer base by behavior, value, preferences, or journey stage.</li><li><strong>Sales forecasting:</strong> Predicts revenue based on historical data analysis and pipeline trends through advanced reporting and metrics.</li><li><strong>Campaign analysis:</strong> Measures which marketing campaigns drive actual revenue, not just clicks. Track performance with detailed dashboards.</li><li><strong>Customer lifetime value:</strong> Calculates how much each client is worth over time using data mining techniques.</li></ul><p><strong>Who it&apos;s for:</strong></p><p>Analytical CRM solutions suit data-driven organizations, especially enterprise companies with large customer bases and dedicated analytics or RevOps teams. If you&apos;re making strategic decisions based on gut feeling instead of evidence, this type helps you level up.</p><p><strong>Example scenario:</strong></p><p>Your marketing team ran five campaigns last quarter. The analytical CRM shows that Campaign #3 generated the most leads, but Campaign #5 generated leads that actually closed at 3x the rate. Now you have the insight to know where to double down.</p><p>It can also flag patterns like: &quot;Customers who engage with our onboarding emails within 48 hours have 40% improved retention.&quot; That changes how you organize and prioritize follow-up strategies.</p><p><strong>Popular analytical CRM tools:</strong> Zoho Analytics, Salesforce Einstein Analytics, Microsoft Power BI (integrated with Dynamics 365), HubSpot Operations Hub</p><p><strong>Benefits of CRM (Analytical):</strong></p><ul><li>Turns raw data into actionable insights for better decision making</li><li>Improves forecasting accuracy with enhanced reporting</li><li>Helps identify your most valuable customer segments</li><li>Enables you to analyze customer behavior in real time</li></ul><p><strong>Considerations:</strong></p><ul><li>Requires complete, consistent data to be useful</li><li>Often needs dedicated experts to interpret reports and metrics</li><li>Can be overkill for small teams</li></ul><h3 id="3-collaborative-crm"><strong>3. Collaborative CRM</strong></h3><p><a href="https://www.itransition.com/crm/collaborative">Collaborative CRM systems</a> break down the walls between departments. They&apos;re designed to ensure that sales, marketing, customer service, and anyone else who touches the customer has access to the same information, creating a unified, customer-centric experience.</p><p><strong>What it does:</strong></p><ul><li><strong>Shared customer records:</strong> Every employee sees the same contact history, notes, and customer interactions across the entire organization.</li><li><strong>Cross-team communication:</strong> Sales can see support tickets. Support can see deal history. Marketing can share what they&apos;re hearing from campaigns. This integration eliminates silos.</li><li><strong>Channel management:</strong> Consolidates customer interactions from email, phone, chat, social media, and contact center into one view.</li></ul><p><strong>Who it&apos;s for:</strong></p><p>Collaborative CRM solutions are essential for companies where customers interact with multiple teams throughout their journey. If your support team has no idea what sales promised, or your sales team doesn&apos;t know about an open support issue, you&apos;ve got a collaboration problem that impacts customer satisfaction.</p><p><strong>Example scenario:</strong></p><p>A customer emails support about a billing issue. The support agent opens their record and immediately sees:</p><ul><li>They&apos;re in an active renewal conversation with sales</li><li>They attended a webinar last week</li><li>Their contract is worth $50K/year</li></ul><p>Instead of treating this as a random ticket, support escalates to the account manager. The issue gets resolved in hours, not days, and the renewal stays on track. That&apos;s enhanced customer relations through better collaboration.</p><p><strong>Popular collaborative CRM tools:</strong> Microsoft Dynamics 365, Copper, Salesforce (with proper configuration), Freshworks CRM</p><p><strong>Benefits of CRM (Collaborative):</strong></p><ul><li>Eliminates information silos across departments</li><li>Improves customer experience across all touchpoints and channels</li><li>Helps teams share information and work together instead of stepping on each other</li><li>Provides complete visibility into customer relationships</li></ul><p><strong>Considerations:</strong></p><ul><li>Requires buy-in from multiple departments</li><li>Implementation can be complex with many integration components</li><li>Only works if every user actually adopts it</li></ul><h3 id="4-strategic-crm"><strong>4. Strategic CRM</strong></h3><p>Strategic CRM systems take the long view. While operational CRM focuses on efficiency and analytical CRM focuses on insights, strategic CRM focuses on building lasting customer relationships that drive retention, loyalty, and growth.</p><p><strong>What it does:</strong></p><ul><li><strong>Customer-centric processes:</strong> Designs workflows around customer needs, not internal convenience. The entire business model revolves around customer satisfaction.</li><li><strong>Relationship tracking:</strong> Monitors the health of customer relationships over time with specific metrics and feedback loops.</li><li><strong>Personalization at scale:</strong> Uses customer data to deliver relevant experiences at every step of the customer journey.</li><li><strong>Loyalty programs:</strong> Tracks and rewards long-term customer engagement to improve customer retention.</li></ul><p><strong>Who it&apos;s for:</strong></p><p>Strategic CRM solutions are perfect for businesses where customer retention is more valuable than acquisition - SaaS companies, subscription businesses, high-value B2B client relationships, and any organization where losing a customer costs more than winning a new one.</p><p><strong>Example scenario:</strong></p><p>A SaaS company uses their strategic CRM to track &quot;customer health scores&quot; based on product usage, support interactions, and engagement. When a high-value account&apos;s score drops, the system automatically:</p><ol><li>Alerts the customer success manager</li><li>Triggers a personalized check-in email</li><li>Creates a task for a QBR (quarterly business review)</li></ol><p>The CSM reaches out before the customer even thinks about churning. That&apos;s strategic relationship management that drives long-term growth.</p><p><strong>Popular strategic CRM tools:</strong> Salesforce (Enterprise), HubSpot (Enterprise), Gainsight (for customer success), ChurnZero</p><p><strong>Benefits of CRM (Strategic):</strong></p><ul><li>Increases customer retention and lifetime value</li><li>Builds genuine loyalty, not just transactions</li><li>Aligns the entire company around customer success as a goal</li><li>Enhanced customer experience leads to better reputation and referrals</li></ul><p><strong>Considerations:</strong></p><ul><li>Requires cultural commitment, not just software</li><li>Takes time to see ROI</li><li>Often requires enterprise-level investment</li></ul><h2 id="how-to-choose-the-right-crm-type"><strong>How to Choose the Right CRM Type</strong></h2><p>Still not sure which type fits your business? Here&apos;s a quick framework for choosing a CRM that serves your specific needs.</p><p><strong>Choose Operational CRM if:</strong></p><ul><li>Your team wastes time on repetitive manual tasks</li><li>Leads slip through the cracks due to inconsistent follow-up</li><li>You&apos;re scaling and need to do more with the same headcount</li><li>You need the best CRM automation tools to streamline your sales processes</li></ul><p><strong>Choose Analytical CRM if:</strong></p><ul><li>You have lots of customer data but no actionable insights</li><li>You&apos;re making decisions based on gut feeling, not evidence</li><li>You need better forecasting, reporting, and customer segmentation</li><li>You have analysts or RevOps people who can interpret data and build dashboards</li></ul><p><strong>Choose Collaborative CRM if:</strong></p><ul><li>Customers interact with multiple departments</li><li>Teams don&apos;t share information effectively</li><li>You&apos;ve had customer issues caused by internal miscommunication</li><li>You want a unified, single source of truth for managing customer relationships</li></ul><p><strong>Choose Strategic CRM if:</strong></p><ul><li>Customer retention is more valuable than acquisition for your business</li><li>You&apos;re focused on long-term customer relationships and satisfaction</li><li>You have a customer success function (or want to build one)</li><li>You want to compete on customer experience, not just price</li></ul><p><strong>The reality:</strong> Most modern CRM platforms blend multiple types of CRM systems. HubSpot and Salesforce, for example, offer operational, analytical, and collaborative features depending on your plan and customization options. Many are cloud-based CRM applications that integrate with ERP, accounting, and <a href="https://productive.io/blog/ai-project-management-tools/">project management systems</a>. The question isn&apos;t always &quot;which type&quot; but &quot;which capabilities matter most right now.&quot;</p><p><strong>Tips for selecting a CRM:</strong> Before you choose a CRM, evaluate vendors based on your specific requirements. Consider factors like mobile CRM access for your sales team in the field, integration with your existing digital tools, training and development resources, and whether they offer a free trial. Check vendor reputation and read user feedback to make an informed decision.</p><h2 id="one-thing-every-crm-type-needs-clean-data"><strong>One Thing Every CRM Type Needs: Clean Data</strong></h2><p>Here&apos;s a truth that applies to all four types of CRM: your CRM solution is only as good as the data inside it.</p><p>Operational automation? Useless if you&apos;re automating with bad emails and wrong job titles. Analytical insights? Garbage in, garbage out. Collaboration? Pointless if teams are sharing outdated information. Strategic relationship management? Impossible if you don&apos;t have accurate details about who your customers actually are.</p><p>That&apos;s why CRM enrichment matters regardless of which CRM type you select. But before enriching, you need to understand the difference between adding new data and fixing existing data. Our guide on <a href="https://www.findymail.com/blog/data-enrichment-vs-data-cleansing/">data enrichment vs data cleansing</a> breaks this down.</p><p>For a deeper understanding of why this matters, check out <a href="https://www.findymail.com/blog/what-is-data-enrichment/">what is data enrichment</a> and how it transforms your CRM from a messy database into a revenue-generating machine.</p><p>Tools like <a href="https://www.findymail.com/crm-enrichment/">Findymail&apos;s CRM Datacare</a> automatically <a href="https://www.findymail.com/email-verifier/">verify emails</a>, fill in missing fields, and keep your records accurate, so your CRM actually works the way it&apos;s supposed to. And because it handles <a href="https://www.findymail.com/blog/crm-integration/">CRM integration</a> natively, the data flows directly into your system without manual imports.</p><p>No manual research. No paying for bad data. Just complete, verified information that enhances every other CRM feature and improves productivity across your entire organization.</p><div class="kg-card kg-button-card kg-align-center"><a href="https://www.findymail.com/crm-enrichment/" class="kg-btn kg-btn-accent"> Learn more about Findymail&apos;s CRM enrichment</a></div><h2 id="the-bottom-line"><strong>The Bottom Line</strong></h2><p>The four types of CRM software - operational, analytical, collaborative, and strategic- each serve different purposes and solve different problems:</p><ul><li><strong>Operational CRM</strong> saves time, streamlines workflows, and scales your team</li><li><strong>Analytical CRM</strong> turns data into insights and better decisions</li><li><strong>Collaborative CRM</strong> aligns your departments and improves customer interactions</li><li><strong>Strategic CRM</strong> builds long-term customer loyalty and drives growth</li></ul><p>Most businesses start with operational CRM to handle the basics, then layer in analytical and collaborative features as they grow. Strategic CRM becomes key when customer retention overtakes acquisition as your primary growth lever.</p><p>Understanding these types of CRM systems helps you select a CRM that truly fits your business model. Pick the type that matches your biggest pain point today - and remember that quality customer data through <a href="https://www.findymail.com/blog/lead-enrichment/">lead enrichment</a> is the foundation that makes any CRM solution succeed.</p><p>You can always expand later. The first step is choosing a CRM that serves your most pressing needs right now.</p>]]></content:encoded></item><item><title><![CDATA[How to Use LinkedIn Sales Navigator [Definitive Guide]]]></title><description><![CDATA[Learn exactly how to use Sales Navigator to get leads. In this guide, we cover everything from basic setup to advanced workflows.]]></description><link>https://www.findymail.com/blog/how-to-use-sales-navigator/</link><guid isPermaLink="false">6334a062f75a12d7753b4804</guid><category><![CDATA[LinkedIn]]></category><dc:creator><![CDATA[Valentin]]></dc:creator><pubDate>Thu, 18 Jun 2026 03:00:00 GMT</pubDate><media:content url="https://www.findymail.com/blog/content/images/2024/03/souvik-banerjee-JLj_NbvlDDo-unsplash.jpg" medium="image"/><content:encoded><![CDATA[<img src="https://www.findymail.com/blog/content/images/2024/03/souvik-banerjee-JLj_NbvlDDo-unsplash.jpg" alt="How to Use LinkedIn Sales Navigator [Definitive Guide]"><p>Linkedin Sales Navigator is THE reference database for prospecting. </p><p>Why?</p><p>Because whenever you change jobs <em>you update your profile on Linkedin first</em>. </p><p>That makes it the most up-to-date list ... and Linkedin Sales Navigator is the tool to use to navigate that list and exploit its resources.</p><p>The thing is, most people don&apos;t know how to use Linkedin Sales Navigator (like you maybe if you&apos;re here?) or at least, not effectively. Yes, Linkedin is not just to post inspirational content.</p><p>So I&apos;ve written this guide to show you exactly how to use Sales Navigator to get leads. We&apos;ll go from the basics for those that never touched it before up to the most advanced workflow so that by the end you have your very own machine generating leads every day.</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Sales Navigator finds your prospects. Findymail gets you their verified email addresses!</strong><br><br><strong><a href="https://www.findymail.com">Findymail</a> </strong>bulk-exports your Sales Navigator leads and verifies their contact data in one step, so you can move from list to outreach without the manual work.</div></div><div class="kg-card kg-button-card kg-align-center"><a href="https://app.findymail.com/register" class="kg-btn kg-btn-accent">Get your first 10 emails free &#x2192;</a></div><div class="kg-card kg-callout-card kg-callout-card-white"><div class="kg-callout-text"><strong>TL;DR &#x2013; How to Use LinkedIn Sales Navigator</strong><br><br><strong>What This Guide Covers:</strong> Everything from setting up Sales Navigator correctly to advanced workflows that turn it into a daily lead generation machine.<br><br><strong>The Key Sections:</strong><br>1. <strong>Setup:</strong> Configure your email and alert preferences before anything else to cut the noise and only see what matters.<br>2. <strong>The Front Page:</strong> Manage saved account alerts and priority accounts to stay on top of key prospects.<br>3. <strong>The Account Page:</strong> Use headcount growth, new hires, and job openings to understand a company&apos;s priorities before reaching out.<br>4. <strong>The Lead Page:</strong> Find decision-makers, shared connections, and interaction history all in one place.<br>5. <strong>Search and Filters:</strong> The core of Sales Navigator. Master account and lead filters to build laser-targeted prospect lists.<br>6. <strong>Advanced Tips:</strong> Saved searches, boolean search, list building, blacklists, and sending unlimited InMails with the &quot;Open&quot; tag.</div></div><h2 id="what-is-linkedin-sales-navigator">What is Linkedin Sales Navigator?</h2><p>First of all, let&apos;s clarify what <em>is </em>Sales Navigator in the first place. Linkedin Sales Navigator is a product provided by <strong>Linkedin</strong> (and if you don&apos;t know what Linkedin is... what are you doing in sales??) and built on top of the popular social network.</p><p>It&apos;s basically a big database of all the people on Linkedin, that you can search and filter based on the data they put on their profiles. A more advanced version of the standard Linkedin search, in a way.</p><p>You can immediately see the value there: easily <strong>find and engage with prospects </strong>in your target audience. Very useful to generate leads &amp; send messages to decision-makers!</p><div class="kg-card kg-callout-card kg-callout-card-red"><div class="kg-callout-emoji">&#x1F4A1;</div><div class="kg-callout-text">Nail down your target audience and your offer <strong>before</strong> you start prospecting. You won&apos;t know which filters to apply or searches to run in Sales Navigator if you&apos;re not 100% clear on who you want to find.</div></div><h3 id="how-to-activate-sales-navigator">How to activate Sales Navigator</h3><p>Sales Navigator is a <strong>paid product. </strong>You need to sign up and subscribe <a href="https://business.linkedin.com/en-us/sales-solutions/sales-navigator">here</a> to activate that feature on your Linkedin account.</p><p>Different plans exist but in general the &quot;Core&quot; version is sufficient as the main value is in that database search. If you&apos;d like to see a comparison of the different Sales Navigator plans (Advanced, Core, Advanced Plus etc.) and how much it costs, I&apos;ve written about that here&#x1F447;&#xFE0F;</p><figure class="kg-card kg-bookmark-card"><a class="kg-bookmark-container" href="https://www.findymail.com/blog/linkedin-sales-navigator-pricing/"><div class="kg-bookmark-content"><div class="kg-bookmark-title">Your Guide to LinkedIn Sales Navigator Pricing in 2023</div><div class="kg-bookmark-description">How much should you expect to pay for LinkedIn Sales Navigator in 2023? I did the legwork, so you don&#x2019;t have to - here&#x2019;s the breakdown with monthly and annual costs, starting from $99/mo.</div><div class="kg-bookmark-metadata"><img class="kg-bookmark-icon" src="https://www.findymail.com/blog/content/images/2022/07/icon128-1.png" alt="How to Use LinkedIn Sales Navigator [Definitive Guide]"><span class="kg-bookmark-author">Findymail</span><span class="kg-bookmark-publisher">Valentin</span></div></div><div class="kg-bookmark-thumbnail"><img src="https://www.findymail.com/blog/content/images/2023/03/guide-to-sales-nav.jpg" alt="How to Use LinkedIn Sales Navigator [Definitive Guide]"></div></a></figure><p>Is it worth it? In my opinion yes. It is much much more powerful than the regular linkedin version.</p><p>More of a video learner? </p><p>Here&apos;s the full guide on video:</p><figure class="kg-card kg-embed-card"><iframe width="200" height="113" src="https://www.youtube.com/embed/rLQ5z8jMOSs?feature=oembed" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" referrerpolicy="strict-origin-when-cross-origin" allowfullscreen title="How to use Sales Navigator to Generate Unlimited Leads (2025 Full Tutorial)"></iframe></figure><h2 id="setting-up-sales-navigator-for-success">Setting up Sales Navigator for success</h2><p>The first step for an optimal Sales Navigator experience? Configure it the right way. It only takes a few minutes and will GREATLY improve your results - and it&apos;s very often (if not always) overlooked.</p><p>And you can easily understand why as even the settings button is a very little icon almost hidden but here it is :</p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2022/09/sn-settings.png" class="kg-image" alt="How to Use LinkedIn Sales Navigator [Definitive Guide]" loading="lazy" width="806" height="320" srcset="https://www.findymail.com/blog/content/images/size/w600/2022/09/sn-settings.png 600w, https://www.findymail.com/blog/content/images/2022/09/sn-settings.png 806w" sizes="(min-width: 720px) 720px"><figcaption>It&apos;s hidden, but it&apos;s there</figcaption></figure><p>Click on it and access your Sales Navigator settings page and you&apos;ll see your email preferences. Our inboxes are already cluttered, so you&apos;ll want to set these up to filter out alerts that might trigger you to reach out to someone.</p><div class="kg-card kg-callout-card kg-callout-card-red"><div class="kg-callout-emoji">&#x1F4A1;</div><div class="kg-callout-text"><strong>Example:</strong> I&apos;m never going to contact a prospect because I received a Sales Navigator Guidance email. So, I&apos;ve disabled it. But if someone views my profile, there&apos;s a good chance that person might be interested <em>if</em> I reach out quickly. I&apos;ve left that one turned on.</div></div><p>You&apos;ll see this logic in my settings. I only have emails turned on for &apos;who Viewed My Profile&apos; because, realistically, that&apos;s the only action in this list that helps me advance my specific goal: to close more leads.</p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2023/09/image.png" class="kg-image" alt="How to Use LinkedIn Sales Navigator [Definitive Guide]" loading="lazy"><figcaption>Email preferences</figcaption></figure><p>Now, scroll down again and you&apos;ll see your alert preferences. Don&apos;t confuse these with the email preferences that we just configured. Alerts are the core of the Sales Nav experience and front and center when you open the app. </p><p>I like to keep most of these turned on and only disable lead/account sharing updates. It&apos;s the same logic as with the email setting above. If an alert gives me time-sensitive information about a prospect, then I want to know. Otherwise, it&apos;s just noise. </p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2022/09/alert-preferences-1.png" class="kg-image" alt="How to Use LinkedIn Sales Navigator [Definitive Guide]" loading="lazy" width="999" height="868" srcset="https://www.findymail.com/blog/content/images/size/w600/2022/09/alert-preferences-1.png 600w, https://www.findymail.com/blog/content/images/2022/09/alert-preferences-1.png 999w" sizes="(min-width: 720px) 720px"><figcaption>Turn everything on except updates</figcaption></figure><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2022/09/alert-preferences-2.png" class="kg-image" alt="How to Use LinkedIn Sales Navigator [Definitive Guide]" loading="lazy" width="730" height="224" srcset="https://www.findymail.com/blog/content/images/size/w600/2022/09/alert-preferences-2.png 600w, https://www.findymail.com/blog/content/images/2022/09/alert-preferences-2.png 730w" sizes="(min-width: 720px) 720px"><figcaption>Suggest to keep this on except that coach. I AM THE COACH.</figcaption></figure><h2 id="sales-navigator-101-the-basics">Sales Navigator 101: The Basics</h2><p>Linkedin Sales Navigator has a <strong>lot </strong>of features and it can quickly be overwhelming, especially if you leverage the team capabilities. Fear no more, we&apos;ll take you from beginner to expert in no time &#x1F60E;</p><figure class="kg-card kg-image-card"><img src="https://www.findymail.com/blog/content/images/2023/09/2-11.png" class="kg-image" alt="How to Use LinkedIn Sales Navigator [Definitive Guide]" loading="lazy"></figure><h3 id="the-front-page">The Front Page</h3><p>Let&apos;s take a quick tour of your front page, shall we? As you can see, the Front Page has two main areas: </p><ol><li>On the left side, we&apos;ve got alerts about <em>all</em> the accounts you&apos;ve saved. (This is what we configured in the previous step.) </li><li>On the right side, you&apos;ve got your priority accounts. &#xA0;</li></ol><p><strong>All Alerts</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2022/10/sales-navigator-frontapge.png" class="kg-image" alt="How to Use LinkedIn Sales Navigator [Definitive Guide]" loading="lazy" width="1391" height="812" srcset="https://www.findymail.com/blog/content/images/size/w600/2022/10/sales-navigator-frontapge.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2022/10/sales-navigator-frontapge.png 1000w, https://www.findymail.com/blog/content/images/2022/10/sales-navigator-frontapge.png 1391w" sizes="(min-width: 720px) 720px"><figcaption>The Sales Navigator front page</figcaption></figure><p>Since we already set up your alerts, we&apos;ll focus here on getting the most user out of them. Use the search bar tool to view only the alerts for a specific account or lead. </p><div class="kg-card kg-callout-card kg-callout-card-red"><div class="kg-callout-emoji">&#x1F4A1;</div><div class="kg-callout-text">Need more advanced filtering? Click on the &apos;Accounts&apos; or &apos;Leads&apos; buttons.&#xA0;</div></div><p> Here&apos;s a sneak peek at the filters I like to use for leads. I tend to avoid Lead Shares because if your prospect spends a lot of time on LinkedIn you&apos;ll get a ton of results. That said, you do what works for your process. </p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2022/10/sales-navigator-lead-alerts.png" class="kg-image" alt="How to Use LinkedIn Sales Navigator [Definitive Guide]" loading="lazy" width="666" height="550" srcset="https://www.findymail.com/blog/content/images/size/w600/2022/10/sales-navigator-lead-alerts.png 600w, https://www.findymail.com/blog/content/images/2022/10/sales-navigator-lead-alerts.png 666w"><figcaption>Lead alerts filters</figcaption></figure><p>And here are my preferred filters for accounts. Again, I advise staying away from &apos;News&apos; and &apos;Updates&apos; alerts because they can generate a lot of unnecessary noise. That said, if you&apos;re in a long sales cycle and like to use industry news and updates as a hook, these can prove useful.</p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2022/10/sales-navigator-account-alerts.png" class="kg-image" alt="How to Use LinkedIn Sales Navigator [Definitive Guide]" loading="lazy" width="446" height="398"><figcaption>Account alerts filters</figcaption></figure><p><strong>Priority Accounts</strong></p><p>Now, lets focus on those Priority Accounts. As the name implies, these are the accounts you&apos;re watching like a hawk because you&apos;re currently working on them. Identify an account as &apos;Priority&apos; by clicking the star icon in the top right corner. </p><p>If you don&apos;t select any yourself, this will get filled with system-recommended accounts based on your setup and preferences. </p><div class="kg-card kg-callout-card kg-callout-card-red"><div class="kg-callout-emoji">&#x1F4A1;</div><div class="kg-callout-text">One way to tell if you did a good job configuring your settings? If none of the system-generated accounts in Priority Accounts look interesting or match your goals, you need to go back and revisit your setup.</div></div><h3 id="the-account-page">The Account Page</h3><p>Now that we&apos;ve nailed down the Front Page, let&apos;s take a closer look at an Account page. This is what you&apos;ll see if you click on any of the company names in your Alerts or Priority Accounts lists. </p><div class="kg-card kg-callout-card kg-callout-card-red"><div class="kg-callout-emoji">&#x1F4A1;</div><div class="kg-callout-text">Sales Navigator uses &apos;Account&apos; to refer to companies. Heads up that I&apos;m going to use both words throughout this article.</div></div><p>Looking for detailed information about a company? This is where you&apos;ll find it. The Account page has everything you need to know, from headquarters location to basic description to key decision makers. </p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2022/10/salesnav-account.png" class="kg-image" alt="How to Use LinkedIn Sales Navigator [Definitive Guide]" loading="lazy" width="1802" height="644" srcset="https://www.findymail.com/blog/content/images/size/w600/2022/10/salesnav-account.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2022/10/salesnav-account.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2022/10/salesnav-account.png 1600w, https://www.findymail.com/blog/content/images/2022/10/salesnav-account.png 1802w" sizes="(min-width: 720px) 720px"><figcaption>Sales Navigator account page</figcaption></figure><p>I want to highlight three key areas of the Accounts page that you can safely ignore. Yep, you read that right. I want you to scroll right on by these portions of the page because they seldom, if ever, provide any useful intel.</p><ol><li><strong>Revenue.</strong> This is <em>self-reported</em>, which means it&apos;s probably outdated, inflated and certainly overrated. Don&apos;t rely on it.</li><li><strong>Company Alerts. </strong>Do you really need to know that the company posted an article two days ago? I doubt it.</li><li><strong>View More Details.</strong> If LinkedIn didn&apos;t think it needed to go on the main page, do you really think this information will help you close? </li></ol><div class="kg-card kg-callout-card kg-callout-card-red"><div class="kg-callout-emoji">&#x1F4A1;</div><div class="kg-callout-text">See that little &apos;Add Note&apos; in Account History? I want you to ignore that, too. Anything you want to write there belongs in your CRM.</div></div><p>Let&apos;s keep moving, because the Account Map has some tasty little nuggets if you know how to read it. </p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2022/10/salesnav-account-map.png" class="kg-image" alt="How to Use LinkedIn Sales Navigator [Definitive Guide]" loading="lazy" width="1746" height="766" srcset="https://www.findymail.com/blog/content/images/size/w600/2022/10/salesnav-account-map.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2022/10/salesnav-account-map.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2022/10/salesnav-account-map.png 1600w, https://www.findymail.com/blog/content/images/2022/10/salesnav-account-map.png 1746w" sizes="(min-width: 720px) 720px"><figcaption>Sales Navigator account map</figcaption></figure><p>To make finding key leads easier, Sales Navigator auto-populates this diagram with decision-makers. It&apos;s organized in a hierarchy, so you can start to understand the company structure and get a rough idea of the chain of command. (Read: who you need to convince and in what order.) </p><p>Let&apos;s break down the three tiers LinkedIn uses to sort potential leads:</p><ul><li>Tier 1: C-Suite folks and other decision makers. The people who can actually approve a purchase, essentially. </li><li>Tier 2: Managers and potential champions. They can&apos;t sign on the dotted line, but they can either connect you to someone in Tier 1 or persuade someone in Tier 1 that you&apos;re the best solution to their problem.</li><li>Tier 3: Regular Joes. Depending on the type of campaign, you may want to reach out to folks at the employee level. In most cases, however, you can leave them off your lists.</li></ul><div class="kg-card kg-callout-card kg-callout-card-red"><div class="kg-callout-emoji">&#x1F4A1;</div><div class="kg-callout-text">Want to create your own Account Map? Click on &apos;Select Map&apos; and then &apos;Create New Map.&apos;&#xA0;</div></div><p>Next up, we have growth insights, starting with headcount growth. This is exactly what it sounds like: a graph illustrating how headcount at your target company has evolved in the last two years. </p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2022/10/salesnav-headcount-growth.png" class="kg-image" alt="How to Use LinkedIn Sales Navigator [Definitive Guide]" loading="lazy" width="1701" height="524" srcset="https://www.findymail.com/blog/content/images/size/w600/2022/10/salesnav-headcount-growth.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2022/10/salesnav-headcount-growth.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2022/10/salesnav-headcount-growth.png 1600w, https://www.findymail.com/blog/content/images/2022/10/salesnav-headcount-growth.png 1701w" sizes="(min-width: 720px) 720px"><figcaption>Employee count insight</figcaption></figure><p>Here we can see that Calendly has fast growth and more than doubled its headcount over the last two years.</p><p>Why do we like this data? Headcount can help you understand the overall health of your target company. Lots of growth? The company has cash on hand may need you to help them figure out how to spend some of it. Slow or no growth? While the company may not be in decline, you&apos;ll need to work harder to close the deal unless you&apos;re the absolute best-fit solution for a pressing issue. </p><p>Click on the next tab for an even greater level of detail. Here, we can see the actual distribution of that headcount growth across different departments.</p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2022/10/salesnav-headcount-distribution.png" class="kg-image" alt="How to Use LinkedIn Sales Navigator [Definitive Guide]" loading="lazy" width="1703" height="511" srcset="https://www.findymail.com/blog/content/images/size/w600/2022/10/salesnav-headcount-distribution.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2022/10/salesnav-headcount-distribution.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2022/10/salesnav-headcount-distribution.png 1600w, https://www.findymail.com/blog/content/images/2022/10/salesnav-headcount-distribution.png 1703w" sizes="(min-width: 720px) 720px"><figcaption>Distribution of headcount insight</figcaption></figure><p>I like to give this a close look because it helps me understand the company&apos;s priorities. Lots of growth in development? It&apos;s probably a product-led company. More hires in sales and marketing? It&apos;s likely sales-led. </p><p>Looking at this graph, I can see that Calendly&apos;s sales department doubled in size over the last year. Maybe they&apos;re facing challenges as they scale that would make them a good fit for my particular product (<a href="https://www.findymail.com/">Findymail</a>).</p><p>Moving over to the next tab, &apos;New Hires&apos; I can see exactly when someone joined the company. If headcount gives me the big picture view of what&apos;s going on inside a company, the timeline gives me the inside scoop on who has seniority - and who doesn&apos;t. </p><div class="kg-card kg-callout-card kg-callout-card-red"><div class="kg-callout-emoji">&#x1F4A1;</div><div class="kg-callout-text">Taking the time to look at all the key metrics methodically significantly increases your chances of drawing useful insights.</div></div><p>Finally, we have the &apos;Job Openings&apos; tab. Whereas &apos;Headcount&apos; and &apos;New Hires&apos; give me backwards-looking information, this tab gives me an idea of where the company wants to go in the next few months.</p><p>In this case, I can see that Calendly seems to be doing a lot of recruiting on the engineering side. That doesn&apos;t mean they aren&apos;t still sales-led, but it does signal that maybe they also need solutions that fix problems in product development. Not so important for me, but if you&apos;re in that niche there&apos;s an opening for you that you might&apos;ve missed if you&apos;d moved on after the &apos;Headcount&apos; tab.</p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2022/10/salesnav-job-opening.png" class="kg-image" alt="How to Use LinkedIn Sales Navigator [Definitive Guide]" loading="lazy" width="1330" height="541" srcset="https://www.findymail.com/blog/content/images/size/w600/2022/10/salesnav-job-opening.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2022/10/salesnav-job-opening.png 1000w, https://www.findymail.com/blog/content/images/2022/10/salesnav-job-opening.png 1330w" sizes="(min-width: 720px) 720px"><figcaption>Sales Navigator job openings</figcaption></figure><p>Once you&apos;re through the Growth Insights, you&apos;ll see a list of system-recommended accounts. These are typically similar in some significant respect to the company you&apos;re currently viewing. You&apos;ll find the occasional gem so it&apos;s worth a look, but don&apos;t get hung up here. </p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2022/10/salesnav-recommended-accounts.png" class="kg-image" alt="How to Use LinkedIn Sales Navigator [Definitive Guide]" loading="lazy"><figcaption>Sales Navigator recommended accounts</figcaption></figure><p>Then you have the list of all account alerts. If someone associated with your target company takes action, you&apos;ll see an alert in this section. Knowing that Bob in Accounting just posted an article doesn&apos;t do much for my sales process and might lead me to miss out on important info, so I like to set up filters.</p><p>Here&apos;s a look at my setup for this section:</p><figure class="kg-card kg-image-card"><img src="https://www.findymail.com/blog/content/images/2022/10/salesnav-account-alerts.png" class="kg-image" alt="How to Use LinkedIn Sales Navigator [Definitive Guide]" loading="lazy" width="1725" height="473" srcset="https://www.findymail.com/blog/content/images/size/w600/2022/10/salesnav-account-alerts.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2022/10/salesnav-account-alerts.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2022/10/salesnav-account-alerts.png 1600w, https://www.findymail.com/blog/content/images/2022/10/salesnav-account-alerts.png 1725w" sizes="(min-width: 720px) 720px"></figure><h3 id="the-lead-page">The Lead Page</h3><p>Understanding the target company plays an important role in your outreach, helping you to craft effective offers and speak accurately to likely pain points. Eventually, however, you&apos;ll need to reach out to an actual human being who works for your target. </p><p>Enter, the Lead page. It looks like this:</p><figure class="kg-card kg-image-card kg-width-wide kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2022/10/salesnav-leadpage.png" class="kg-image" alt="How to Use LinkedIn Sales Navigator [Definitive Guide]" loading="lazy" width="1409" height="839" srcset="https://www.findymail.com/blog/content/images/size/w600/2022/10/salesnav-leadpage.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2022/10/salesnav-leadpage.png 1000w, https://www.findymail.com/blog/content/images/2022/10/salesnav-leadpage.png 1409w" sizes="(min-width: 1200px) 1200px"><figcaption>Learn how to use the Sales Navigator lead page !</figcaption></figure><p>There&apos;s a lot of information here, but the similarity to a typical LinkedIn profile can make it difficult to find what you need. To make it easy, I&apos;ve highlighted the three most important places in the lead page:</p><ol><li>Look here for a big picture overview of your lead. Name, title, current role/company, contact info (sometimes), location, etc.</li><li>These dynamic tags help you keep tabs on how and when you&apos;ve interacted with a profile. &#xA0;&quot;Open&quot; means you can send an inMail to that person without using one of your inMail credits. The &quot;in&quot; tag means your lead also has Linkedin Premium or Sales Navigator. You can even see when you last viewed or messaged that profile.</li><li>Use the &quot;Save&quot; button on the right hand sidebar to add your lead to a specific list. You can also jot notes here, but I&apos;m a firm believer that anything you might want remember about a lead belongs in your CRM. </li></ol><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2022/10/sales-navigator-intro.png" class="kg-image" alt="How to Use LinkedIn Sales Navigator [Definitive Guide]" loading="lazy" width="812" height="427" srcset="https://www.findymail.com/blog/content/images/size/w600/2022/10/sales-navigator-intro.png 600w, https://www.findymail.com/blog/content/images/2022/10/sales-navigator-intro.png 812w" sizes="(min-width: 720px) 720px"><figcaption>Get introduced by a shared connection</figcaption></figure><p>Moving down to the &quot;Relationship&quot; section, you&apos;ll gain visibility on all the ways you might share connections with your lead. If you&apos;re struggling to make contact, the &apos;ask for intro&apos; feature can make all the difference. It&apos;s also really useful if you do social selling or influencer marketing. </p><p>The shared group can also be a golden nugget: if you notice that different relevant leads share the same group, you can assume that some other people in that group are relevant as well and <strong>use that group as a lead search filter</strong> to find them.</p><p>I won&apos;t say the rest of the Lead page can&apos;t help you out, but it doesn&apos;t differ all that much from a standard LinkedIn profile. I&apos;ll skip the screenshots, but you might take a second to check out the CRM section. If you&apos;ve connected your CRM to Sales Navigator, you&apos;ll see if this person already exists as a lead. </p><div class="kg-card kg-callout-card kg-callout-card-red"><div class="kg-callout-emoji">&#x1F4A1;</div><div class="kg-callout-text">Duplicate records in your CRM can lead to major headaches and inefficiencies in your lead generation. Good data hygiene can prevent a lot of dupes, but you&apos;ll want to use a tool to <a href="https://www.findymail.com/crm-enrichment/">clean and enrich your CRM</a> to continuously de-dupe and merge.</div></div><h3 id="searching-and-filtering">Searching and Filtering</h3><p>Here&apos;s the meat of Sales Navigator: using it as a big database that you can filter to find relevant leads and accounts to target.</p><p>That is to me the most important feature of Linkedin Sales Navigator so it&apos;s important you understand it correctly, especially for lead generation.</p><p>First to access the search page, simply click on the lead filters or accounts filters in the search bar on your homepage, depending on if you want to search for leads or for companies.</p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2022/10/access-salesnav-search.png" class="kg-image" alt="How to Use LinkedIn Sales Navigator [Definitive Guide]" loading="lazy" width="1001" height="215" srcset="https://www.findymail.com/blog/content/images/size/w600/2022/10/access-salesnav-search.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2022/10/access-salesnav-search.png 1000w, https://www.findymail.com/blog/content/images/2022/10/access-salesnav-search.png 1001w" sizes="(min-width: 720px) 720px"><figcaption>Access Sales Navigator filters by clicking on one of these</figcaption></figure><p>Let&apos;s start by reviewing the accounts filter.</p><figure class="kg-card kg-image-card kg-width-wide kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2022/10/sales-navigator-account-filters.png" class="kg-image" alt="How to Use LinkedIn Sales Navigator [Definitive Guide]" loading="lazy" width="1817" height="831" srcset="https://www.findymail.com/blog/content/images/size/w600/2022/10/sales-navigator-account-filters.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2022/10/sales-navigator-account-filters.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2022/10/sales-navigator-account-filters.png 1600w, https://www.findymail.com/blog/content/images/2022/10/sales-navigator-account-filters.png 1817w" sizes="(min-width: 1200px) 1200px"><figcaption>Accounts filters on Sales Navigator</figcaption></figure><ol><li><strong>Annual revenue: </strong>again I don&apos;t recommend using this as it&apos;s self-reported so not very accurate. You risk missing a lot of accounts if you use it. Or use with wide margins.</li><li><strong>Company headcount: </strong>Company size, you will use it in most cases as targeting big companies is not the same as SMB.</li><li><strong>Company headcount growth</strong>: Useful to target growing companies, I usually put &gt;20% growth. One thing to note is that it&apos;s tracking growth over the last year only.</li><li><strong>Department headcount</strong>: Very useful if you&apos;re targeting a specific department. For example if you sell only to sales-heavy companies, you&apos;ll definitely use this.</li><li><strong>Department headcount growth</strong>: Same as 3. but at the department level. Again very useful if you&apos;re interested in a specific department.</li><li><strong>Fortune</strong>: if the company is a Fortune 500, Fortune 100 company etc. I don&apos;t use it but maybe you will need it.</li><li><strong>Headquarters location</strong>: Most likely you have privileged target countries: enter them there.</li><li><strong>Industry</strong>: You will use that one often as well, feel free to pick a few adjacent industry to your &quot;main&quot; ones as people often misclassified their company.</li><li><strong>Number of followers:</strong> I don&apos;t use it, not very useful</li><li><strong>Technologies used</strong>: Quite inaccurate I don&apos;t recommend using it. If you need to target technologies you will be better off with specialized tools such as Builtwith.</li><li><strong>Job opportunities</strong>: This can be useful if you&apos;re looking for companies that are currently hiring. The only downside is that it&apos;s hiring in general and you can&apos;t specify eg. hiring only new sales.</li><li><strong>Recent activities</strong>: Very useful, senior leadership changes and funding events are usually highly relevant signals you absolutely want to pick up.</li><li><strong>Companies in CRM</strong>: Self-explanatory, use it if you have your CRM synchronized.</li><li><strong>Saved accounts</strong>: can be useful once you have started actually saving accounts</li></ol><p>Most of these filters are &quot;include only&quot; but some of them can also be used to build exclusion. For example if you want all except one specific industry you can exclude it from your search.</p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2022/10/include-exclude-filters.png" class="kg-image" alt="How to Use LinkedIn Sales Navigator [Definitive Guide]" loading="lazy" width="336" height="257"><figcaption>Include or exclude filters</figcaption></figure><p>Now let&apos;s do the same for lead filters:</p><figure class="kg-card kg-image-card kg-width-wide kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2022/10/sales-navigator-lead-search.png" class="kg-image" alt="How to Use LinkedIn Sales Navigator [Definitive Guide]" loading="lazy" width="1279" height="866" srcset="https://www.findymail.com/blog/content/images/size/w600/2022/10/sales-navigator-lead-search.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2022/10/sales-navigator-lead-search.png 1000w, https://www.findymail.com/blog/content/images/2022/10/sales-navigator-lead-search.png 1279w" sizes="(min-width: 1200px) 1200px"><figcaption>Leads filters on Sales Navigator</figcaption></figure><ol><li><strong>Company headcount: </strong>Same as the filter in the Accounts section. It shouldn&apos;t be needed though if you already filtered your accounts and put them in a list.</li><li><strong>Current company: </strong>If you want to do some sniping inside a specific company otherwise no utility.</li><li><strong>Past company: </strong>Same as 2. but in the past.</li><li><strong>Company type: </strong>Can be useful if you&apos;re targeting a specific type of company only eg. Non Profit</li><li><strong>Company headquarters: </strong>Same as 1. shouldn&apos;t be needed.</li><li><strong>Function: </strong>What area they work in. Depending on the area this can be very accurate or very inaccurate. If you need to use it will mainly depend on what job titles you&apos;re targeting and if those job titles are specific to a department or generic.</li><li><strong>Job title: </strong>One of the most useful filters here you will use it all the time. Make sure to include all possible variations of your target job title! </li><li><strong>Seniority level: </strong>Same as 6., if you know the job title to target I wouldn&apos;t rely on it much.</li><li><strong>Years in current company: </strong>Can be useful if you want to target somebody that has been X years working at a company.</li><li><strong>Years in current position: </strong>Same idea as 9.</li><li><strong>Activities: </strong>Very underrated filter. Some hidden gems are here, highly recommend having a look. One of my favorite filters is &quot;Changed jobs in last 90 days&quot; as it&apos;s a highly relevant signal -&gt; people starting a new position are often expected to make changes and try new tools etc. &quot;Posted on Linkedin recently&quot; is another very good one, especially if you&apos;re doing some social selling.</li><li><strong>Keyword in articles: </strong>I don&apos;t recommend using it for the simple reason that almost nobody is posting articles on Linkedin so you will get rid of 99% of your leads</li><li><strong>Connection: </strong>Are they a <a href="https://www.findymail.com/blog/1st-2nd-3rd-meaning-on-linkedin-what-are-these-numbers/">1st, 2nd, 3rd-degree connections</a> on Linkedin? Do you belong to the same group?</li><li><strong>Geography: </strong>Can be useful even if you filtered for the geography of the company as some companies are multinational.</li><li><strong>Industry: </strong>/!\ warning there, it&apos;s NOT the company industry but the self-selected industry on the user&apos;s profile. Often not accurate, I recommend using the company industry instead</li><li><strong>Years of experience: </strong>self-explanatory</li><li><strong>Connections of: </strong>If they&apos;re a connection of somebody. Can be useful to target the connections of your competitors &#x1F440; or of a friend</li><li><strong>Groups: </strong>If you want to target people in a specific Linkedin group</li><li><strong>First Name: </strong>No use except if you&apos;re looking for someone in particular?</li><li><strong>Last Name: </strong>No use except if you&apos;re looking for someone in particular?</li><li><strong>Profile language: </strong>Can be useful if you want to make sure they speak a given language</li><li><strong>TeamLink connections of: </strong>Same as 17. but with TeamLink</li><li><strong>School: </strong>Not very useful unless you want to do a campaign with school personalization.</li><li><strong>Lead lists: </strong>Very useful once you start organizing yourself in different lead lists. This will help you create relevant sub-lists. You can also use those as exclusion to only find new people you haven&apos;t reached out to.</li><li><strong>People in CRM: </strong>Again, can be useful if you have your CRM synchronized.</li><li><strong>Account lists: </strong>A must! Once you&apos;ve created an account list you will use it here to find the right people in those companies.</li><li><strong>People you interacted with: </strong>Exclude people where you already saw their profile or contacted them.</li><li><strong>Saved leads and accounts: </strong>Self-explanatory</li></ol><p>Being able to use that advanced search feature effectively is what separates beginners from Linkedin Sales Navigator experts.</p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2023/09/3-4.png" class="kg-image" alt="How to Use LinkedIn Sales Navigator [Definitive Guide]" loading="lazy"><figcaption>The Best Sales Navigator Filters</figcaption></figure><h3 id="inmails">InMails</h3><p>I&apos;ve already written about it here and this guide is already quite long so here you go:</p><figure class="kg-card kg-bookmark-card"><a class="kg-bookmark-container" href="https://www.findymail.com/blog/sales-navigator-inmails/"><div class="kg-bookmark-content"><div class="kg-bookmark-title">What are Sales Navigator Inmails &amp; How To Use Them</div><div class="kg-bookmark-description">Sales Navigator Inmails are a great way to get more sales leads through your pipeline using LinkedIn, Sales Navigator&#x2019;s lead generation tool. There are three primary ways to get inmails, and there are also some limitations on the number of inmails you can send every month and several other</div><div class="kg-bookmark-metadata"><img class="kg-bookmark-icon" src="https://www.findymail.com/blog/content/images/2022/07/icon128-1.png" alt="How to Use LinkedIn Sales Navigator [Definitive Guide]"><span class="kg-bookmark-author">Findymail</span><span class="kg-bookmark-publisher">Valentin</span></div></div><div class="kg-bookmark-thumbnail"><img src="https://www.findymail.com/blog/content/images/2022/09/fd7ad3e483da131d264cb2141829.jpeg" alt="How to Use LinkedIn Sales Navigator [Definitive Guide]"></div></a></figure><h2 id="sales-navigator-advanced-tips-tricks">Sales Navigator Advanced Tips &amp; Tricks</h2><p>So far what we&apos;ve seen is pretty standard usage. Let&apos;s now see how to get the most out of Linkedin Sales Navigator: the advanced stuff, the best practices, the real deal! </p><h3 id="getting-the-most-out-of-lists">Getting the most out of lists</h3><p>Lists are really helpful to segment your data so you should be using them all the time. With effective lists built, your leads and accounts searches will become much easier because you will be able to leverage the &quot;Leads lists&quot; and &quot;Accounts lists&quot; filters we&apos;ve seen above to create highly relevant searches.</p><p>One trick is to use lists to build other lists: you start by building one broad list and then use that list as a filter + some additional filters to narrow it down. At the end of the process you end up with multiple nicely-segmented lists you can work with + master lists if needed to easily create new segments. Always secure these valuable master lists to prevent <a href="https://nordlayer.com/learn/threats/data-exfiltration/">data exfiltration</a>.</p><h3 id="leveraging-saved-searches">Leveraging saved searches</h3><p>Saving a search is a very underrated tactic on Sales Navigator. If you configured your Sales Navigator right as described above, it means you will receive a notification whenever a new lead/account is added to one of your saved searches. And that&apos;s your opportunity!</p><p>The goal will be to save searches that have events where timing is important so that you can be notified and act on them instantly.</p><p>For example :</p><ul><li>on a lead search: save a search with the filter &quot;Changed jobs in the last 90 days&quot; (and your other filters) and you&apos;ll find out right away when say, a new hire is on your target role.</li><li>on an account search: the &quot;Funding event in the past 12 months&quot; filter can be a bit outdated... but if you save the search, you&apos;ll get notified instantly of that funding event</li></ul><p>You need to have that tool in your arsenal.</p><h3 id="understanding-the-filtering-system">Understanding the filtering system</h3><p>To get the most out of Sales Navigator you need to really understand how each part of the advanced search works otherwise you will get unexpected results. </p><p>For example, do you know where the &quot;keyword&quot; filter is looking the keyword for?</p><p>You must assume it&apos;s looking at the profile headline + description, maybe the job description?</p><p>But the correct answer is it&apos;s looking for the keyword <em>everywhere </em>in the profile. Including in past experiences, education, etc. that are in most cases irrelevant to your prospecting effort.</p><p><strong>Quick tip:</strong> if you&apos;re using Findymail to extract your Sales Navigator results, you will have an additional column &quot;keyword_match&quot; telling you if yes or no the lead <em>actually</em> matches your keyword filter in the profile description + job description. This can help you quickly clean your results.</p><h3 id="creating-an-account-list-from-a-csv-upload">Creating an account list from a .CSV upload</h3><p>Do you have a list of accounts from somewhere else (<a href="https://www.folk.app/linkedin-crm">maybe your CRM</a>) and want to use it in Sales Navigator for Account-Based Marketing?</p><p>Say no more, if you have it as a CSV file you can upload directly as an account list to use it directly in Sales Navigator. Follow the guide :</p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2022/10/create-account-list.jpeg" class="kg-image" alt="How to Use LinkedIn Sales Navigator [Definitive Guide]" loading="lazy" width="2000" height="727" srcset="https://www.findymail.com/blog/content/images/size/w600/2022/10/create-account-list.jpeg 600w, https://www.findymail.com/blog/content/images/size/w1000/2022/10/create-account-list.jpeg 1000w, https://www.findymail.com/blog/content/images/size/w1600/2022/10/create-account-list.jpeg 1600w, https://www.findymail.com/blog/content/images/2022/10/create-account-list.jpeg 2048w" sizes="(min-width: 720px) 720px"><figcaption>Importing an account list from CSV upload. (Image source: abundsocial)</figcaption></figure><ol><li>Click <strong>Accounts</strong> at the top of the page.</li><li>Click the <strong>Account lists</strong> tab.</li><li>Click <strong>Create account list</strong> and select <strong>Upload accounts from CSV</strong> from the dropdown that appears.</li><li>Add your CSV to the <strong>Upload account list</strong> window, then <strong>Map the column headers in your CSV to LinkedIn&#x2019;s account fields</strong>.</li><li>Name your list and click Finish</li></ol><p>A few things to note :</p><ul><li>Make sure your accounts are in CSV (comma-separated values)</li><li>Maximum 1000 accounts at once</li><li>Make sure your CSV file includes columns containing the account name (required) and other relevant fields (optional)</li></ul><h3 id="mastering-the-boolean-search">Mastering the boolean search</h3><p>Remember the keyword search bar? It&apos;s actually more than a simple keyword research... It supports <strong>boolean search</strong>.</p><p><em>Boolean search? Wat means??</em></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2022/10/salesnav-keyword-search.png" class="kg-image" alt="How to Use LinkedIn Sales Navigator [Definitive Guide]" loading="lazy" width="346" height="147"><figcaption>Example of boolean search query</figcaption></figure><p><em>edit: I actually did end up writing a full article on this, so check it out here &#x1F648;</em></p><figure class="kg-card kg-bookmark-card"><a class="kg-bookmark-container" href="https://www.findymail.com/blog/sales-navigator-boolean-search/"><div class="kg-bookmark-content"><div class="kg-bookmark-title">How to Use LinkedIn Sales Navigator Boolean Search?</div><div class="kg-bookmark-description">Can you narrow your search on Sales Navigator using Boolean searches? Yes, you can use the &#x201C;global keyword search&#x201D; and the &#x201C;current job title search&#x201D; to find what you&#x2019;re looking for. LinkedIn Sales Navigator Boolean search is a great way to find potential customers and increase sales productivity.&#x2026;</div><div class="kg-bookmark-metadata"><img class="kg-bookmark-icon" src="https://www.findymail.com/blog/content/images/2022/07/icon128-1.png" alt="How to Use LinkedIn Sales Navigator [Definitive Guide]"><span class="kg-bookmark-author">Findymail</span><span class="kg-bookmark-publisher">Valentin</span></div></div><div class="kg-bookmark-thumbnail"><img src="https://www.findymail.com/blog/content/images/2022/10/boolean-search.png" alt="How to Use LinkedIn Sales Navigator [Definitive Guide]"></div></a></figure><h3 id="sending-unlimited-inmails">Sending unlimited inMails</h3><p>You&apos;re limited to a few inMails every month... it&apos;s not enough!</p><p>How can you get more inMails? &#x1F914; ...</p><p>Remember that &quot;open&quot; tag in Sales Navigator profile?</p><figure class="kg-card kg-image-card"><img src="https://www.findymail.com/blog/content/images/2022/10/open-inmail.png" class="kg-image" alt="How to Use LinkedIn Sales Navigator [Definitive Guide]" loading="lazy" width="790" height="309" srcset="https://www.findymail.com/blog/content/images/size/w600/2022/10/open-inmail.png 600w, https://www.findymail.com/blog/content/images/2022/10/open-inmail.png 790w" sizes="(min-width: 720px) 720px"></figure><p>It means you can send an inMail message to that person <strong>for free</strong>. That&apos;s right, sending an inMail message to that person won&apos;t cost you one of your inMail credits.</p><p>That means you can find profiles matching that criterion and send them inMails for free - this will greatly increase the amount of inMails you can send per month.</p><h3 id="maintaining-a-blacklist">Maintaining a blacklist</h3><p>A best practice on Sales Navigator is to maintain a special list of accounts that you <em>don&apos;t</em> want to contact ie. a blacklist.</p><p>This will include accounts such as your customers, your competitors etc.</p><p>You can then use that as an exclude filter in your searches so that you&apos;re sure you don&apos;t contact such accounts by mistake and only keep qualified leads. This is especially useful if you don&apos;t have the CRM integration enabled. Make sure to share this with your team!</p><h3 id="using-linkedin-smart-links">Using LinkedIn Smart Links</h3><p>With Linkedin Sales Navigator, you also get a feature called <strong>smart links</strong>. I&apos;ve written about that here:</p><figure class="kg-card kg-bookmark-card"><a class="kg-bookmark-container" href="https://www.findymail.com/blog/what-are-linkedin-sales-navigator-smart-links/"><div class="kg-bookmark-content"><div class="kg-bookmark-title">What are LinkedIn Sales Navigator Smart Links?</div><div class="kg-bookmark-description">For modern sales professionals, LinkedIn Sales Navigator Smart Links is a powerful sales platform that can help them reach prospects in an easy-to-use engaging manner. Have a read of this in-depth article to help you understand the tool better. As a business owner who has been in the industry for</div><div class="kg-bookmark-metadata"><img class="kg-bookmark-icon" src="https://www.findymail.com/blog/content/images/2022/07/icon128-1.png" alt="How to Use LinkedIn Sales Navigator [Definitive Guide]"><span class="kg-bookmark-author">Findymail</span><span class="kg-bookmark-publisher">Valentin</span></div></div><div class="kg-bookmark-thumbnail"><img src="https://www.findymail.com/blog/content/images/2022/09/sales-navigator-smart-link.png" alt="How to Use LinkedIn Sales Navigator [Definitive Guide]"></div></a></figure><h3 id="getting-sales-navigator-for-cheapfree">Getting Sales Navigator for cheap/free</h3><p>If you&apos;re on a budget, there are a few ways you can get Sales Navigator for cheaper than the full price tag.</p><p>The first thing to do if you haven&apos;t already is to leverage the one-month free trial. When you first subscribe to Sales Navigator, Linkedin offers you one month for free. If you don&apos;t want to pay/continue after that, you can cancel your subscription for free.</p><p>Now if you already used this tactic, another thing you can do is go on fiverr.com and look for &quot;activate sales navigator&quot; gigs. You can usually find some reselling seats from enterprise plans at discounted prices... </p><p><em>Don&apos;t tell Linkedin though</em> &#x1F92B;</p><h2 id="faq">F.A.Q.</h2><p>Let&apos;s finish with some rapid-fire questions to make sure we cover everything!</p><h3 id="how-to-cancel-sales-navigator">How to cancel Sales Navigator?</h3><p>To cancel Sales Navigator, you need to go to your <a href="https://www.linkedin.com/sales/settings">Sales Navigator settings page</a>. There you will be able to click on &quot;Cancel subscription&quot;.</p><figure class="kg-card kg-image-card"><img src="https://www.findymail.com/blog/content/images/2023/04/image.png" class="kg-image" alt="How to Use LinkedIn Sales Navigator [Definitive Guide]" loading="lazy" width="781" height="545" srcset="https://www.findymail.com/blog/content/images/size/w600/2023/04/image.png 600w, https://www.findymail.com/blog/content/images/2023/04/image.png 781w" sizes="(min-width: 720px) 720px"></figure><h3 id="does-sales-navigator-show-profile-views">Does Sales Navigator show profile views?</h3><p>Yes, all Sales Navigator subscriptions also include Linkedin Premium which allows you to see who viewed your profile. If you&apos;re subscribed, you can see that on your &quot;<a href="https://www.linkedin.com/analytics/profile-views/">profile views&quot; page</a>.</p><hr><p>So, what&apos;s your excuse? You now have access to millions of B2B leads and potential customers through the power of Linkedin Sales Navigator. </p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Now that you know how to find the right prospects, make sure you can actually reach them!</strong><br><br><strong><a href="https://www.findymail.com">Findymail</a> </strong>turns your Sales Navigator lists into <strong>verified, outreach-ready contact data</strong> in seconds. No manual research, no bounced emails, no wasted effort.</div></div><div class="kg-card kg-button-card kg-align-center"><a href="https://app.findymail.com/register" class="kg-btn kg-btn-accent">Start exporting and verifying your leads today &#x2192;</a></div>]]></content:encoded></item></channel></rss>