<?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>Fri, 07 Aug 2026 10:09:51 GMT</lastBuildDate><atom:link href="https://www.findymail.com/blog/rss/" rel="self" type="application/rss+xml"/><ttl>60</ttl><item><title><![CDATA[CRM Data Enrichment: Guide + 7 Best Tools for 2026]]></title><description><![CDATA[Learn what CRM data enrichment is, why it matters, and compare the 7 best tools for 2026 with pricing, features, and real reviews.]]></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>Wed, 05 Aug 2026 05:00:00 GMT</pubDate><media:content url="https://www.findymail.com/blog/content/images/2026/08/CRM-Data-Enrichment-Guide---7-Best-Tools-for-2026.png" medium="image"/><content:encoded><![CDATA[<img src="https://www.findymail.com/blog/content/images/2026/08/CRM-Data-Enrichment-Guide---7-Best-Tools-for-2026.png" alt="CRM Data Enrichment: Guide + 7 Best Tools for 2026"><p>Your sales team finally gets a warm lead on the calendar, only to find out the contact left the company three months ago. Another rep spends an hour chasing an account that was never a good fit in the first place. A campaign goes out to 4,000 contacts and a chunk of them bounce before anyone notices.</p><p>None of this is bad luck. It&apos;s what a CRM looks like when nobody&apos;s enriching it.</p><p>This guide covers what CRM data enrichment actually is, why it matters more than most teams realize, what data you can enrich, where that data comes from, and, because knowing the theory doesn&apos;t fix your pipeline, a hands-on comparison of the <strong>7 best CRM data enrichment tools</strong> available right now.</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 &#x2013; CRM Data Enrichment: Guide + 7 Best Tools for 2026</strong><br><br><strong>The Basics:</strong><br>1. What CRM data enrichment is, and how it&apos;s different from cleansing<br>2. Why it matters, cost, segmentation, timing, and personalization<br>3. The types of data worth enriching, and where that data comes from<br><br><strong>The 7 Best CRM Data Enrichment Tools:</strong><br><br>1. Findymail CRM Datacare: best for always-on enrichment<br>2. LinkFinder AI: best B2B enrichment API<br>3. Bookyourdata: best pay-as-you-go contact data<br>4. Clay: best for custom enrichment workflows<br>5. Freckle.io: best Clay alternative for non-technical teams<br>6. UpLead: best for fast, filtered contact search<br>7. Cognism: best for compliance-first teams<br><br><strong>Bottom Line:</strong> Clean, enriched CRM data isn&apos;t a project you finish. It&apos;s infrastructure, and Findymail CRM Datacare is built to run it for you continuously.</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="why-crm-data-enrichment-matters"><strong>Why CRM Data Enrichment Matters</strong></h2><p>Your CRM is only as useful as the data inside it. Enriching that data gives your team the context to make faster decisions, personalize outreach, and focus on the leads that actually convert.</p><h3 id="1-cost-optimization"><strong>1. Cost Optimization</strong></h3><p>B2B contact data naturally degrades by about 22.5% every year as people change jobs, companies restructure, and email addresses go invalid. <a href="https://www.findymail.com/blog/data-decay/">Bad CRM data</a> doesn&#x2019;t just clutter your CRM, it wastes storage, slows your team down, and quietly steers decisions in the wrong direction.</p><p>Enrichment solves this by replacing low-value data with relevant, verified information. Instead of keeping dozens of stale contacts from a company that got acquired, enrichment surfaces updated decision-maker info from the new parent company. That saves time and storage while giving sales better-qualified leads, freeing up budget for things like <a href="https://www.findymail.com/blog/linkedin-account-based-marketing/">account-based marketing</a> or sales enablement.</p><p><strong>How It Works:</strong> You enrich your CRM and find 1,200 duplicate or inactive records. Once they&apos;re gone, email platform costs drop, reps stop chasing dead leads, and the saved budget gets redirected to a channel that&apos;s actually working.</p><h3 id="2-better-segmentation-and-data-structure"><strong>2. Better Segmentation and Data Structure</strong></h3><p>Nearly <a href="https://www.invespcro.com/blog/data-driven-marketing/">90%</a> of marketers say their company doesn&apos;t use data effectively, usually because the underlying records are unstructured or incomplete.</p><p>Enrichment tools clean and format that data for segmentation. Add job title and seniority level to raw contact records, and you can sort leads into personas like &quot;Enterprise CTOs&quot; or &quot;SMB Ops Managers&quot; instead of blasting the same message to everyone.</p><p><strong>How It Works:</strong> Enrichment adds missing fields (industry, revenue, seniority) across thousands of contacts. With that in place, you build a segment like &quot;mid-market CMOs in SaaS&quot; and run messaging that actually fits.</p><h3 id="3-faster-responses-to-buying-signals"><strong>3. Faster Responses to Buying Signals</strong></h3><p>Knowing when to reach out can matter as much as what you say. Enrichment tools catch signals like job changes, funding rounds, or product launches, all of which can indicate <a href="https://www.findymail.com/blog/sales-qualifying-questions/">higher intent</a> or a shift in need.</p><p>Say you sell HR software. Enrichment flags when a target company hires a new VP of People. Your team reaches out immediately with a relevant pitch, ahead of competitors who are still working off a static list.</p><p><strong>How It Works:</strong> A former prospect changes jobs. Your enrichment tool flags it the same day. You send a &quot;congrats on the new role&quot; note with a tailored pitch and book a meeting before anyone else notices the move.</p><h3 id="4-more-accurate-customer-profiles"><strong>4. More Accurate Customer Profiles</strong></h3><p>Over <a href="https://www.salesforce.com/resources/articles/customer-engagement/">half</a> of customers expect personalized offers, and that number keeps climbing. Delivering on it requires a full picture of your buyers: not just firmographics, but interests, behaviors, and goals.</p><p>If your CRM only has a lead&apos;s name, company, and title, enrichment fills in the rest: webinar attendance, preferred tech stack, hiring patterns. That&apos;s the difference between &quot;We help companies grow&quot; and &quot;We help revenue leaders reduce churn in subscription-based models.&quot;</p><p><strong>How It Works:</strong> Instead of just knowing someone is a &quot;Marketing Director,&quot; enrichment reveals they use Salesforce, manage a team of five, and just hired two SDRs. Your team pitches a lead gen solution tailored to their actual scale, and closes faster.</p><h3 id="5-better-personalization-better-marketing-roi"><strong>5. Better Personalization, Better Marketing ROI</strong></h3><p>McKinsey found that fast-growing companies attribute<a href="https://www.mckinsey.com/capabilities/growth-marketing-and-sales/our-insights/the-value-of-getting-personalization-right-or-wrong-is-multiplying"> 40%</a> of their revenue to personalization. Slower-growing companies see far less.</p><p>Enriched data is what makes personalization scale. With firmographic, technographic, and behavioral data in the CRM, you can trigger tailored sequences and messaging without manual input: a company using Salesforce and hiring SDRs gets a campaign about lead enrichment, one hiring CS reps sees content about churn prevention.</p><p><strong>How It Works:</strong> You enrich your CRM with behavioral and firmographic data, then target CFOs at Series A startups using QuickBooks. The emails reference their funding round and pain points directly, and reply rates triple compared to generic outreach.</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Manually keeping up with all of this isn&apos;t realistic.</strong><br><br><strong><a href="https://www.findymail.com/crm-enrichment/">Datacare</a> </strong>continuously enriches and cleans your CRM without manual intervention.</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">Automate it with Datacare &#x2192;</a></div><h2 id="types-of-data-you-can-enrich-in-your-crm"><strong>Types of Data You Can Enrich in Your CRM</strong></h2><p>Here are the main categories of data worth enriching, and what they&apos;re actually good for.</p><h3 id="contact-data"><strong>Contact Data</strong></h3><p>Contact data enrichment means augmenting basic information about a person or organization: name, email, phone, <a href="https://www.findymail.com/blog/sales-titles/">job title</a>, company. A record might look like:</p><ul><li><em>Name: John Doe</em></li><li><em>Email: john.doe@example.com</em></li><li><em>Phone: +1 (555) 123-4567</em></li><li><em>Job Title: VP of Sales</em></li><li><em>Company Name: XYZ Corp</em></li><li><em>Mailing Address: 123 Main Street, City, State, ZIP</em></li></ul><p>You use enrichment to <strong>validate</strong> data you already have, or to fill in what&apos;s missing. As a sales org grows, so does the data, and a meaningful share of it <a href="https://www.findymail.com/blog/data-decay/">decays</a> over time, which is why you have to <a href="https://www.findymail.com/blog/crm-data-cleansing/">keep it current</a> rather than treat it as a one-time job.</p><h3 id="demographic-data"><strong>Demographic Data</strong></h3><p>Demographic data covers individual characteristics within your <a href="https://www.findymail.com/blog/targeted-selling/">target accounts</a>: age, gender, education, location. Your primary audience is other businesses, but you&apos;re still talking to <a href="https://www.findymail.com/blog/decision-makers-in-business/">individual stakeholders</a> inside them, each with their own preferences.</p><p>An enriched profile might look like:</p><ul><li><em>Name: Susan Jones</em></li><li><em>Age: 25-34</em></li><li><em>Income: $50,000-$75,000</em></li><li><em>Education: Bachelor&apos;s degree</em></li><li><em>Location: New York City, NY</em></li></ul><p>If you&apos;re running a campaign for young professionals, Susan fits. On a more personalized basis, she might respond well to informal outreach, where a more senior stakeholder would expect a formal approach. That&apos;s what enriched demographic data buys you: confidence that the right offer is landing in front of the right person.</p><h3 id="firmographic-data"><strong>Firmographic Data</strong></h3><p>Firmographic data covers business-level characteristics within your target market: industry, size, revenue, location, org structure. For example:</p><ul><li>Company: XYZ Corporation</li><li>Industry: Information Technology</li><li>Company Size: 500&#x2013;1,000 employees</li><li>Annual Revenue: $100M&#x2013;$500M</li><li>Location: San Francisco, CA</li><li>Key Decision Maker: John Smith, Chief Technology Officer</li></ul><p>If you&apos;re launching enterprise software for mid-sized tech companies, you can confidently include XYZ Corp, and tailor your pitch to John Smith&apos;s role, highlighting the technical features that matter to a CTO specifically.</p><p>Firmographic data also surfaces <strong>organizational structure</strong>, so you know who else sits on the buying committee beyond the main economic buyer: the technical and financial stakeholders you&apos;d otherwise miss. And it lets you segment your market by cluster: companies in similar industries or regions that tend to share the same pain points.</p><h3 id="behavioral-data"><strong>Behavioral Data</strong></h3><p>Behavioral data tracks how people interact with your business: website visits, product views, purchase history, campaign engagement. It&apos;s one of the most actionable data types you can enrich with, because it tells you where someone actually is in <a href="https://www.findymail.com/blog/customer-outreach/">the customer lifecycle</a>.</p><div class="kg-card kg-callout-card kg-callout-card-red"><div class="kg-callout-emoji">&#x26A0;&#xFE0F;</div><div class="kg-callout-text"><strong>Behavioral data is trickier than other types</strong>, since it means collecting and collating from multiple sources, which makes accuracy harder to guarantee.</div></div><p>An enriched profile might look like:</p><ul><li><em>Name: Joe Smith</em></li><li><em>Website visits: 5 (past 30 days)</em></li><li><em>Product views: Product A, Product B</em></li><li><em>Purchase history: none</em></li><li><em>Search history: searched &quot;Product A&quot; on (date)</em></li></ul><p>Joe visits your site often, opens your emails, searches around, but hasn&apos;t bought yet. That&apos;s your cue to reach out, maybe with a discount on the product he&apos;s already reviewed. The same data tells you when a customer is nearing plan limits and might be open to a <a href="https://www.findymail.com/blog/how-to-upsell-vs-cross-sell/">cross-sell offer</a>.</p><h3 id="sales-event-and-trigger-data"><strong>Sales Event and Trigger Data</strong></h3><p>Companies have behavioral signals too. Sales trigger data flags events or actions inside a company that hint at a buying opportunity or a shift in need, things like:Funding rounds</p><ul><li>Mergers and acquisitions</li><li>Leadership changes</li><li>Product launches</li><li>Mass hiring (or layoffs)</li><li>Regulatory compliance initiatives</li></ul><p>Mass hiring can suggest rising demand for your category. Layoffs can point toward cost-cutting and a need for cheaper alternatives. Either way, it&apos;s a reason to reach out now instead of next quarter.</p><h3 id="technographic-data"><strong>Technographic Data</strong></h3><p>Technographic data covers a prospect&apos;s tech stack and preferences: software usage, infrastructure, online behavior. For example:</p><ul><li><em>Company: XYZ Corp</em></li><li><em>Software: HubSpot, Findymail, Slack, Pipedrive</em></li><li><em>IT infrastructure: AWS cloud</em></li><li><em>Online behavior: follows tech influencers, engages with tech content</em></li></ul><p>If you sell B2B CRM software in XYZ Corp&apos;s industry, knowing they already run HubSpot lets you build <a href="https://www.findymail.com/blog/sales-email-sequence/">a targeted cold email</a> around exactly how you&apos;re better suited to their needs.</p><p>At its core, every one of these enrichment types exists to surface insight you couldn&apos;t get any other way.</p><h2 id="data-sources-for-crm-enrichment">Data Sources for CRM Enrichment</h2><p>Your CRM&apos;s data quality depends entirely on where it comes from. To keep records fresh, accurate, and useful, you need a mix of internal and external sources.</p><h3 id="public-databases"><strong>Public Databases</strong></h3><p>LinkedIn, company websites, and press releases are a goldmine of current business information. They&apos;re especially useful for firmographic details (company size, industry, leadership changes) without relying on a third party, particularly when paired with tools that automate the extraction straight into your CRM.</p><h3 id="third-party-data-providers"><strong>Third-Party Data Providers</strong></h3><p>Platforms that specialize in B2B contact and company data aggregate information from hundreds of sources, then clean, structure, and validate it. That lets you scale enrichment fast: verified emails, technographic data, sales triggers, without building the pipeline yourself.</p><div class="kg-card kg-callout-card kg-callout-card-red"><div class="kg-callout-emoji">&#x26A0;&#xFE0F;</div><div class="kg-callout-text"><strong>Accuracy and cost vary a lot between providers</strong>. Test any provider against your actual use case, and plan to supplement gaps with internal data.</div></div><h3 id="customer-interactions"><strong>Customer Interactions</strong></h3><p>Not all enrichment comes from outside. Every email, form fill, live chat, and survey your team collects is a source of high-quality data, &#xA0;behavioral insight that third-party tools often miss entirely. Feeding that back into your CRM helps sales and marketing tailor both message and timing.</p><h3 id="social-media-insights"><strong>Social Media Insights</strong></h3><p>LinkedIn, X, and even Instagram surface signals about your leads and accounts: a job change, a company milestone, a thought-leadership post. With the right enrichment workflow, these become CRM-ready data points that drive timely outreach instead of sitting unnoticed in someone&apos;s feed.</p><h2 id="overwrite-safety-the-question-most-buyers-forget-to-ask"><strong>Overwrite Safety: The Question Most Buyers Forget to Ask</strong></h2><p>Every vendor on this list will tell you their tool &#x201C;enriches&#x201D; your CRM. Almost none of them tell you what that means for the data your reps already typed in by hand, and that&#x2019;s the actual fear underneath most CRM enrichment purchases. An automated tool that quietly overwrites a rep-verified field is worse than the stale data it replaced, because now you don&#x2019;t know what to trust.</p><p>Before you commit to any tool on this list, get a straight answer to five questions:</p><ul><li><strong>Does it overwrite rep-entered values, or only fill empty fields?</strong> &#x201C;Fills empty fields by default&#x201D; and &#x201C;overwrites unless you opt out&#x201D; are very different products wearing the same marketing copy.</li><li><strong>Can you preview changes before they&#x2019;re written?</strong> If the only way to see what changed is to check afterward, you&#x2019;re debugging, not reviewing.</li><li><strong>Can changes be rolled back?</strong> A tool with no undo is a tool you can only fully trust after months of watching it behave.</li><li><strong>Can enrichment be scoped to specific segments?</strong> You may want automation running on cold leads and nowhere near your active pipeline.</li><li><strong>Does it merge duplicates, or delete them?</strong> Deleting the wrong &#x201C;duplicate&#x201D; can quietly erase a record&#x2019;s history.</li></ul><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Findymail CRM Datacare answers all five by design</strong><br><br><strong><a href="https://www.findymail.com/crm-enrichment/">Datacare</a> </strong>fills empty fields only by default, shows every proposed change in Preview Mode before anything writes, supports full rollback, lets you scope enrichment to chosen segments, and merges duplicates rather than deleting them. <br><br>Where the other six tools stand on this isn&#x2019;t always documented publicly, it&#x2019;s a fair question to ask any vendor directly before you connect anything to your CRM.</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">See Datacare&apos;s safety controls &#x2192;</a></div><h2 id="the-crm-enrichment-market-at-a-glance"><strong>The CRM Enrichment Market at a Glance</strong></h2><p>Not every tool on this list is solving the same problem, even though they all get lumped into &#x201C;CRM enrichment&#x201D; searches. Broadly, the market splits into four categories:</p><ul><li><strong>Prospecting platforms</strong> (e.g., ZoomInfo and Apollo): contact databases with enrichment attached. Built to find new people first; CRM sync is often gated to a higher tier, and usage is metered by credit.</li></ul><div class="kg-card kg-callout-card kg-callout-card-red"><div class="kg-callout-emoji">&#x26A0;&#xFE0F;</div><div class="kg-callout-text"><strong>The tradeoff is the database itself:</strong> these platforms pull from a stored, internal database rather than verifying in real time, so the record you pull can already be stale by the time it reaches you. It&apos;s a common complaint with tools like Apollo and ZoomInfo specifically.</div></div><ul><li><strong>Orchestration platforms</strong> (Clay): powerful, build-it-yourself enrichment layers. Real capability, real learning curve, and CRM push typically lives on a higher plan.</li><li><strong>CRM-native enrichment</strong> (e.g., HubSpot Breeze, Zoho Zia): convenient because it&#x2019;s already inside the CRM you use, but single-ecosystem and shallower on contact data than a dedicated enrichment tool.</li><li><strong>Continuous managed services:</strong> Datacare is the example here, not a database to search and not a workflow to build, just a background process whose only job is keeping the CRM you already have clean, verified, and current.</li></ul><p>If your real need is finding net-new contacts rather than maintaining the ones already in your CRM, that&apos;s a prospecting job, not an enrichment one.</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>However, if it&apos;s enrichment you need, not net-new prospecting&#x2026;</strong><br><br><strong><a href="https://www.findymail.com/crm-enrichment/">Datacare</a> </strong>handles the maintenance side continuously, verifying and updating existing records so your data never decays to the point where prospecting off it becomes a guessing game.</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">Put CRM Maintenance on Autopilot &#x2192;</a></div><h2 id="7-best-crm-data-enrichment-tools"><strong>7 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 <strong>7 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-best-for-always-on-crm-enrichment-with-guaranteed-verified-data">1. Findymail CRM Datacare: 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="CRM Data Enrichment: Guide + 7 Best Tools 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><strong>Here&#x2019;s what actually happens when Datacare runs on your CRM:</strong></p><ol><li><strong>CRM health check: </strong>a read-only scan shows you exactly what will change before anything happens.</li><li><strong>Guided implementation: </strong>a Findymail sales engineer implements Datacare, configures the safety controls, and fits it to your existing workflows.</li><li><strong>Always on:</strong> Datacare cleans duplicates, enriches missing data, and keeps records current, automatically.</li></ol><div class="kg-card kg-callout-card kg-callout-card-green"><div class="kg-callout-emoji">&#x1F4A1;</div><div class="kg-callout-text">Datacare is also SOC 2 compliant, so your data is handled to <strong>enterprise-grade security </strong>standards throughout.</div></div><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="CRM Data Enrichment: Guide + 7 Best Tools 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="CRM Data Enrichment: Guide + 7 Best Tools 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-best-b2b-enrichment-api">2. LinkFinder AI: 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="CRM Data Enrichment: Guide + 7 Best Tools 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, 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, 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, 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="CRM Data Enrichment: Guide + 7 Best Tools 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> 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="CRM Data Enrichment: Guide + 7 Best Tools 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-bookyourdata-best-for-real-time-b2b-contact-data-with-pay-as-you-go-pricing">3. <strong><strong>Bookyourdata</strong>:<strong> Best for Real-Time B2B Contact Data with Pay-As-You-Go Pricing</strong></strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/07/BookYourData-LP.png" class="kg-image" alt="CRM Data Enrichment: Guide + 7 Best Tools for 2026" loading="lazy" width="2000" height="1098" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/BookYourData-LP.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/BookYourData-LP.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/BookYourData-LP.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/07/BookYourData-LP.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.bookyourdata.com/">Bookyourdata</a></figcaption></figure><p><strong>Overview:</strong></p><p><a href="http://bookyourdata.com">Bookyourdata</a> is a B2B data platform that provides access to verified business contacts and company records without requiring a subscription. Instead of maintaining a traditional monthly credit model, it allows users to purchase only the data they need through a pay-as-you-go system.</p><p>The platform offers real-time email verification before download and provides access to contacts across industries, company sizes, job functions, and locations. Users can build highly targeted prospect lists using advanced filtering options and export data directly for use in CRM and outbound sales workflows.</p><p><strong>Key Features:</strong></p><ul><li><strong>Real-Time Email Verification:</strong> Verifies business email addresses before download to help improve deliverability and reduce bounce rates.</li><li><strong>Advanced Prospect Filtering:</strong> Search contacts using filters such as industry, company size, revenue, location, job title, department, seniority, and technologies used.</li><li><strong>Pay-As-You-Go Pricing:</strong> Purchase contact credits only when needed without committing to a recurring subscription.</li><li><strong>Global B2B Database:</strong> Access business contacts and company profiles across multiple industries and geographic regions.</li><li><strong>CRM &amp; Export Support:</strong> Export contact lists in CSV format for use with major CRM systems and sales engagement platforms.</li></ul><p><strong>Ratings:</strong></p><ul><li><strong>G2:</strong> 4.9/5 (400+ reviews)</li><li><strong>Capterra:</strong> N/A</li></ul><h3 id="pros"><strong>Pros:</strong></h3><ul><li>No monthly subscription required; users only pay for the contacts they purchase.</li><li>Real-time email verification helps improve contact accuracy before export.</li><li>Advanced filtering makes it easy to build highly targeted B2B prospect lists.</li><li>Transparent pricing with immediate access to purchased data.</li></ul><p><strong>Cons:</strong></p><ul><li>Primarily focused on contact discovery rather than continuous CRM enrichment and ongoing data hygiene.</li><li>Does not provide always-on CRM synchronization or automated record maintenance.</li></ul><p><strong>Customer Reviews:</strong></p><ul><li><em>Accurate B2B Data with Excellent Customer Support</em>&#x2014; verified customer</li><li><em>Easy-to-Use Platform with High-Quality Leads</em> &#x2014; 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/2026/07/Bookyourdata-Pricing.png" class="kg-image" alt="CRM Data Enrichment: Guide + 7 Best Tools for 2026" loading="lazy" width="2000" height="1131" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Bookyourdata-Pricing.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Bookyourdata-Pricing.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Bookyourdata-Pricing.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/07/Bookyourdata-Pricing.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.bookyourdata.com/">Bookyourdata</a></figcaption></figure><p>Bookyourdata uses a <strong>pay-as-you-go</strong> pricing model instead of monthly subscriptions.</p><ul><li><strong>Free Trial:</strong> Free credits available for new users.</li><li><strong>Pay-As-You-Go:</strong> Purchase credits as needed with no recurring commitment.</li><li><strong>Enterprise:</strong> Custom pricing for teams with higher-volume data requirements.</li></ul><h3 id="4-clay-best-for-custom-enrichment-workflows-multi-source-data">4. Clay: 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="CRM Data Enrichment: Guide + 7 Best Tools 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="CRM Data Enrichment: Guide + 7 Best Tools 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, 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="CRM Data Enrichment: Guide + 7 Best Tools 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="5-freckleio-the-best-clay-alternative-for-non-technical-teams">5. Freckle.io: 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="CRM Data Enrichment: Guide + 7 Best Tools 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="CRM Data Enrichment: Guide + 7 Best Tools 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="CRM Data Enrichment: Guide + 7 Best Tools 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 &#x2192; Full platform access with 100 starter credits to kick the tires.</li><li><strong><strong><strong>Build:</strong> </strong></strong>$99/mo &#x2192; Enhanced enrichment, scoring, and routing functionality.</li><li><strong><strong><strong>Scale:</strong> </strong></strong>$599/mo &#x2192; Higher speeds, priority support, and an actual human to call when things go sideways.</li><li><strong><strong><strong>Enterprise:</strong> </strong></strong>Custom &#x2192; For large-scale use cases that need a tailored plan.</li></ul><h3 id="6-uplead-best-for-fast-filtered-contact-search">6. UpLead: Best for Fast, Filtered Contact Search</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="CRM Data Enrichment: Guide + 7 Best Tools 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, 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="CRM Data Enrichment: Guide + 7 Best Tools 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 &#x2192; 5 credits.</li><li><strong><strong><strong>Essentials: </strong></strong></strong>$99/mo &#x2192; 170 credits/mo.</li><li><strong><strong><strong>Plus: </strong></strong></strong>$199/mo &#x2192; 400 credits/mo.</li><li><strong><strong><strong>Professional: </strong></strong></strong>Custom &#x2192; Request a demo for tailored seat counts and credit volumes.</li></ul><h3 id="7-cognism-best-for-compliance-first-teams">7. Cognism: Best for Compliance-First Teams</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="CRM Data Enrichment: Guide + 7 Best Tools 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="CRM Data Enrichment: Guide + 7 Best Tools 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>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="CRM Data Enrichment: Guide + 7 Best Tools 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 &#x2192; prospecting essentials to identify and engage the right accounts.</li><li><strong>Elevate:</strong> Request a quote &#x2192; everything in Grow, plus Market &amp; Buying Signals and available add-ons.</li></ul><h2 id="crm-enrichment-challenges-and-best-practices"><strong>CRM Enrichment Challenges and Best Practices</strong></h2><p>Enrichment can unlock serious value, but it&#x2019;s easy to run into problems that slow you down or backfire outright: messy data, unclear priorities, disconnected systems. Here&#x2019;s what trips teams up most, and the practices that actually fix it.</p><h3 id="challenge-data-silos"><strong>Challenge: Data Silos</strong></h3><p>Data silos, situations where data can&#x2019;t move freely between systems, are one of the biggest blockers to enrichment working at all. Fixing this starts with fostering <strong>a culture of communication across departments</strong>, backed by <a href="https://www.findymail.com/blog/crm-integration/">integrated CRM systems</a> and regular cross-departmental syncs so valuable data doesn&#x2019;t get trapped in one team&#x2019;s tool.</p><h3 id="challenge-deciding-what-data-actually-matters"><strong>Challenge: Deciding What Data Actually Matters</strong></h3><p>There&#x2019;s a wealth of data available, and not all of it is relevant to your business. A retail company might prioritize demographic and purchase history data; a B2B company cares more about firmographics and intent signals. Define your ICP first, then collect only what directly contributes to your goals.</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Sound familiar?</strong> <strong>Datacare eliminates these challenges at the source:</strong><br><br>&#x2705; <strong>No more silos:</strong> Native integration with all major CRMs<br><br>&#x2705; <strong>Always up-to-date: </strong>Automatic verification and updates<br><br>&#x2705; <strong>Zero complex setup:</strong> 30-min onboarding, then it runs on autopilot</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">See Datacare in action &#x2192;</a></div><h3 id="best-practice-define-your-acceptable-data-quality"><strong>Best Practice: Define Your Acceptable Data Quality</strong></h3><p>Set clear criteria for relevance, accuracy, and completeness. Verify postal codes against official databases. Require fields like name, email, and purchase history before a record even gets logged. Keep formats uniform across every database and app that touches your CRM.</p><h3 id="best-practice-treat-accuracy-as-ongoing-not-a-one-time-fix">Best Practice: Treat Accuracy as Ongoing, Not a One-Time Fix</h3><p>Inaccurate or outdated data leads to <a href="https://www.findymail.com/blog/data-analytics/">misguided decisions</a> and wasted resources, and it doesn&#x2019;t stay fixed on its own. Prospects change jobs, emails stop accepting mail, markets shift. Data that was accurate a month ago might not be accurate today, and you can&#x2019;t manually re-check everything without risking <a href="https://www.findymail.com/blog/email-bounce-back/">email deliverability</a> and campaign performance in the meantime.</p><p>This is exactly why a one-time cleanup isn&#x2019;t the answer: it starts decaying the moment you finish it. What actually holds up is validation processes and a regular audit cadence, or, better, a tool that runs that audit continuously instead of on a schedule you&#x2019;ll eventually skip. <a href="https://www.findymail.com/crm-enrichment/">Datacare</a> monitors your CRM around the clock and replaces outdated or invalid information automatically, so you&#x2019;re never working off stale records or guessing at your data&#x2019;s health.</p><div class="kg-card kg-callout-card kg-callout-card-green"><div class="kg-callout-emoji">&#x1F4A1;</div><div class="kg-callout-text"><strong>Here&#x2019;s what that looks like in practice:</strong> <br><br>a champion at one of your target accounts changes jobs. Under a one-time cleanup model, that record just sits there, stale, until someone happens to notice, usually a rep, usually too late. Under continuous enrichment, the move gets detected automatically, the record updates with their new company and title, and the rep gets flagged the same day. A dead record turns into a warm signal instead of a wasted one.</div></div><h3 id="best-practice-use-enrichment-tools-deliberately">Best Practice: Use Enrichment Tools Deliberately</h3><p>The seven tools earlier in this guide cover different needs, pick based on whether you need always-on maintenance, a custom-built workflow, or fast pay-as-you-go contact search, not just brand recognition.</p><h3 id="best-practice-don%E2%80%99t-skip-data-privacy-and-compliance">Best Practice: Don&#x2019;t Skip Data Privacy and Compliance</h3><p>Follow GDPR, CCPA, and any other applicable regulation whenever enrichment activities touch personally identifiable information.</p><h2 id="empower-your-team-with-crm-enrichment">Empower Your Team with CRM Enrichment</h2><p>CRM enrichment gives you a complete view of your customers and surfaces opportunities you&apos;d otherwise miss entirely. Picking the right tool comes down to what your team actually needs.</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>But if clean, verified CRM data is the foundation you&apos;re building on, Findymail CRM Datacare is the most focused solution on this list.</strong><br><br>Backed by a <strong>sub-5% bounce rate guarantee</strong>, 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, not babysitting a database. <br><br>Every demo includes a <strong>free CRM health check</strong>, giving you a clear picture of your current data issues and exactly how Datacare would fix 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"><strong>FAQs About CRM Data Enrichment</strong></h2><h3 id="what-is-the-best-crm-data-enrichment-tool"><strong>What is the best CRM data enrichment tool?</strong></h3><p>It depends on your team&#x2019;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 is worth considering. For compliance-first teams, Cognism leads the pack.</p><h3 id="how-is-crm-enrichment-different-from-a-one-time-data-cleanup"><strong>How is CRM enrichment different from a one-time data cleanup?</strong></h3><p>A one-time cleanup fixes what&#x2019;s wrong today and starts decaying the moment it&#x2019;s finished, contacts change jobs, emails go stale, and within months you&#x2019;re back where you started. CRM enrichment is continuous: it keeps monitoring and updating records so the CRM stays accurate on an ongoing basis, not just on the day you ran the project.</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 around European market coverage. Always review a provider&#x2019;s data practices and terms before committing, especially if you operate in regulated markets.</p><p>One nuance worth knowing if you operate in the EU: phone number enrichment for EU-based contacts carries additional restrictions under GDPR, and most reputable tools (including Datacare) limit direct-dial phone enrichment to non-EU contacts as a result. If phone enrichment across European contacts specifically matters to your workflow, confirm this with any vendor directly before you commit.</p><h3 id="will-an-enrichment-tool-overwrite-data-my-reps-already-entered"><strong>Will an enrichment tool overwrite data my reps already entered?</strong></h3><p>It depends entirely on the tool, which is why this is worth confirming before you connect anything to your CRM. Some tools overwrite existing field values by default unless you dig into settings and opt out; others, like Datacare, fill empty fields only by default and require an explicit choice to overwrite anything a human already entered. Ask directly: does it overwrite or only fill gaps, can you preview changes first, and can changes be rolled back? If a vendor can&#x2019;t answer all three plainly, treat that as your answer.</p><h3 id="does-crm-sync-get-gated-behind-a-pricing-tier"><strong>Does CRM sync get gated behind a pricing tier?</strong></h3><p>On some platforms, yes &#x2014; a tool&#x2019;s contact search or data enrichment features can work fine on an entry plan while the actual CRM push or sync sits behind a higher tier, something a few reviewers on this list have flagged directly (UpLead&#x2019;s core enrichment features, for example, sit on higher-tier plans). Before choosing a tool based on its lowest advertised price, confirm CRM sync is included at that price point and that credits aren&#x2019;t separately metering every automation you plan to run.</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; B2B data decays at a rate of roughly a quarter to a third every year. Tools like Findymail CRM Datacare solve this by running enrichment continuously in the background, so your data stays current without scheduled manual reviews.</p><h3 id="what%E2%80%99s-the-difference-between-enrichment-and-sales-intelligence"><strong>What&#x2019;s the difference between enrichment and sales intelligence?</strong></h3><p>Data enrichment fills in and updates existing records with accurate, current information &#x2014; verified emails, phone numbers, job titles, 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[Best Email Verifier Tools in 2026: Features, Pricing & Benefits]]></title><description><![CDATA[Discover the best email verifier tools in 2026. Compare features, pricing, and benefits to reduce bounces and boost deliverability.]]></description><link>https://www.findymail.com/blog/best-email-verifier-tools/</link><guid isPermaLink="false">68ef9ca82fad8c5379bf5fcc</guid><category><![CDATA[Cold Email]]></category><category><![CDATA[Sales]]></category><dc:creator><![CDATA[Valentin]]></dc:creator><pubDate>Mon, 03 Aug 2026 06:00:00 GMT</pubDate><media:content url="https://images.unsplash.com/photo-1584543515885-b8981dbf0b5d?crop=entropy&amp;cs=tinysrgb&amp;fit=max&amp;fm=jpg&amp;ixid=M3wxMTc3M3wwfDF8c2VhcmNofDR8fGVtYWlsJTIwc2VuZHxlbnwwfHx8fDE3NjA1MzU3NDl8MA&amp;ixlib=rb-4.1.0&amp;q=80&amp;w=2000" medium="image"/><content:encoded><![CDATA[<img src="https://images.unsplash.com/photo-1584543515885-b8981dbf0b5d?crop=entropy&amp;cs=tinysrgb&amp;fit=max&amp;fm=jpg&amp;ixid=M3wxMTc3M3wwfDF8c2VhcmNofDR8fGVtYWlsJTIwc2VuZHxlbnwwfHx8fDE3NjA1MzU3NDl8MA&amp;ixlib=rb-4.1.0&amp;q=80&amp;w=2000" alt="Best Email Verifier Tools in 2026: Features, Pricing &amp; Benefits"><p>Picture this: you&apos;ve crafted the perfect email campaign, spent hours on the copy, and hit send to your 10,000-contact list.</p><p>But then reality hits - 15% of your emails bounce back, your sender reputation takes a nosedive, and your ESP charges you for every single failed delivery. Ouch! &#x1F62C;</p><p>This nightmare scenario happens to marketers and sales teams every day. The culprit? Invalid, outdated, or fake email addresses lurking in their lists. But here&apos;s the good news: email verification tools can save you from this mess (and a lot of money too).</p><p>In this comprehensive guide, we&apos;ll dive deep into the best email verification tools in 2026, compare their features and pricing, and show you exactly how to choose the right one for your business.</p><h2 id="top-11-best-email-verifier-tools-comparison-2026"><strong>Top 11 Best Email Verifier Tools Comparison 2026</strong></h2><p>Here&apos;s a comprehensive comparison table of the best email verification tools to help you choose the right solution for your needs:</p><!--kg-card-begin: html--><table style="border:none;border-collapse:collapse;">
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        <p dir="ltr" style="line-height:1.38;text-align:center;margin:0;">
          <span style="font-size:11pt;font-family:Arial,sans-serif;font-weight:700;">Tool</span>
        </p>
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      <td style="border:solid #000000 1pt;vertical-align:top;padding:5pt;overflow:hidden;overflow-wrap:break-word;">
        <p dir="ltr" style="line-height:1.38;text-align:center;margin:0;">
          <span style="font-size:11pt;font-family:Arial,sans-serif;font-weight:700;">Rating</span>
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      <td style="border:solid #000000 1pt;vertical-align:top;padding:5pt;overflow:hidden;overflow-wrap:break-word;">
        <p dir="ltr" style="line-height:1.38;text-align:center;margin:0;">
          <span style="font-size:11pt;font-family:Arial,sans-serif;font-weight:700;">Accuracy Rate</span>
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      <td style="border:solid #000000 1pt;vertical-align:top;padding:5pt;overflow:hidden;overflow-wrap:break-word;">
        <p dir="ltr" style="line-height:1.38;text-align:center;margin:0;">
          <span style="font-size:11pt;font-family:Arial,sans-serif;font-weight:700;">Best For</span>
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        <p dir="ltr" style="line-height:1.38;text-align:center;margin:0;">
          <span style="font-size:11pt;font-family:Arial,sans-serif;font-weight:700;">Key Features</span>
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      <td style="border:solid #000000 1pt;vertical-align:top;padding:5pt;overflow:hidden;overflow-wrap:break-word;">
        <p dir="ltr" style="line-height:1.38;text-align:center;margin:0;">
          <span style="font-size:11pt;font-family:Arial,sans-serif;font-weight:700;">Strengths</span>
        </p>
      </td>
    </tr>

    <!-- Findymail -->
    <tr style="height:27.25pt">
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;font-weight:700;">Findymail</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">&#x2B50;&#x2B50;&#x2B50;&#x2B50;&#x2B50;</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">98%+</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">B2B Sales &amp; Marketing</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">Email finding + verification, LinkedIn integration</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">Industry-leading accuracy, intuitive interface</span></td>
    </tr>

    <!-- NeverBounce -->
    <tr style="height:27.25pt">
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;font-weight:700;">NeverBounce</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">&#x2B50;&#x2B50;&#x2B50;&#x2B50;</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">Excellent</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">High-volume needs</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">Real-time verification, powerful API</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">Exceptional speed, extensive integrations</span></td>
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    <tr style="height:27.25pt">
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;font-weight:700;">Gamalogic</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">&#x2B50;&#x2B50;&#x2B50;&#x2B50;&#x2B50;</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">Excellent</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">Marketing and sales</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">Real-time + bulk verification, catch-all detection, disposable email detection, SMTP-level checks</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">High accuracy at low cost, single API for both real-time and bulk use cases, SEG Email Validation</span></td>
    </tr>

    <!-- ZeroBounce -->
    <tr style="height:27.25pt">
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;font-weight:700;">ZeroBounce</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">&#x2B50;&#x2B50;&#x2B50;&#x2B50;</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">Very Good</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">Advanced marketing teams</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">Spam trap detection, email scoring, insights</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">Comprehensive features, detailed analytics</span></td>
    </tr>

    <!-- Hunter.io -->
    <tr style="height:27.25pt">
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;font-weight:700;">Hunter.io</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">&#x2B50;&#x2B50;&#x2B50;&#x2B50;</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">Good</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">Small to medium businesses</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">Email finding + verification, Chrome extension</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">All-in-one solution, user-friendly</span></td>
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      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;font-weight:700;">EmailListVerify</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">&#x2B50;&#x2B50;&#x2B50;&#x2B50;</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">Good</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">Budget-conscious users</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">Simple verification, fast processing</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">Most affordable option, straightforward</span></td>
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      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;font-weight:700;">VerifiedEmail</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">&#x2B50;&#x2B50;&#x2B50;&#x2B50;</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">Good</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">Growth &amp; sales teams</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">Complete sales suite, CRM integrations</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">All-in-one prospecting platform, email warming</span></td>
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    <!-- Verifalia -->
    <tr style="height:27.25pt">
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;font-weight:700;">Verifalia</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">&#x2B50;&#x2B50;&#x2B50;&#x2B50;</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">Excellent</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">Sales, agencies &amp; marketers</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">Real-time &amp; bulk verification, API, widget, integrations</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">High accuracy at low cost, fast processing, privacy-first</span></td>
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    <!-- Clearout -->
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      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;font-weight:700;">Clearout</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">&#x2B50;&#x2B50;&#x2B50;&#x2B50;</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">Good</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">Speed-focused businesses</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">Ultra-fast processing, phone verification</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">Lightning-fast results, 24/7 support</span></td>
    </tr>

    <!-- MillionVerifier -->
    <tr style="height:27.25pt">
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;font-weight:700;">MillionVerifier</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">&#x2B50;&#x2B50;&#x2B50;&#x2B50;</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">Good</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">Enterprises &amp; agencies</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">Massive volume handling, no contracts</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">Best bulk pricing, handles large files</span></td>
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      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;font-weight:700;">DeBounce</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">&#x2B50;&#x2B50;&#x2B50;</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">Good</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">Simple, reliable needs</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">Straightforward verification, clean interface</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;">Consistent performance, no setup fees</span></td>
    </tr>
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</table><!--kg-card-end: html--><h2 id="best-email-verifier-tools-in-details-top-11-list"><strong>Best Email Verifier Tools in Details (Top 11 List)</strong><br></h2><h3 id="1-findymail"><strong>1. Findymail</strong></h3><p><strong>What makes it special:</strong> <a href="https://www.findymail.com/">Findymail</a> stands out in the crowded email verification market with our powerful <a href="https://www.findymail.com/email-verifier/">email verifier</a> that doesn&apos;t just give up on catch-all emails by marking them as &quot;risky&quot;. It actually validates them in real-time so you can reach more of your lists safely.</p><p>Built specifically with B2B sales and marketing teams in mind, Findymail leverages proprietary algorithms and advanced data enrichment techniques to consistently deliver 98%+ verification rates, making it one of the most accurate <a href="https://www.findymail.com/email-finder/">email finder tools</a> available today.</p><p>Unlike traditional verifiers that only clean existing lists, Findymail acts as both a prospecting tool and a verification powerhouse, allowing you to discover new leads on LinkedIn, automatically find their email addresses, and verify them in one seamless workflow, saving hours of manual work and multiple tool subscriptions.</p><h5 id="pros"><strong>Pros:</strong></h5><ul><li>Industry-leading accuracy rates</li><li>Advanced real-time catch-all validation</li><li>Combined email finding + verification</li><li>LinkedIn integration</li><li>Clean, intuitive interface</li><li>Excellent customer support</li></ul><p><strong>Best for:</strong> Sales teams and marketers who need accurate B2B email verification with finding capabilities.</p><p><strong>Pricing:</strong> Free trial available, paid plans from $49/month</p><h3 id="2-neverbounce">2. NeverBounce</h3><p><strong>What makes it special:</strong> NeverBounce has built its reputation on one thing: ensuring your emails actually get delivered. Their real-time verification is lightning-fast.</p><h5 id="pros-1"><strong>Pros:</strong></h5><ul><li>Excellent API performance</li><li>Strong integration ecosystem</li><li>Real-time verification</li><li>Detailed result categories</li></ul><h5 id="cons"><strong>Cons:</strong></h5><ul><li>Can be expensive for large volumes</li><li>No email finding features</li><li>Interface feels dated</li></ul><p><strong>Best for:</strong> Companies with high-volume email needs and existing email lists to clean.</p><p><strong>Pricing:</strong> Pay-per-use starting at $0.008 per email</p><h3 id="3-gamalogic">3. Gamalogic</h3><p><strong>What makes it special:</strong><a href="https://gamalogic.com"> Gamalogic email validation api</a> is an API-first email verifier that goes past basic syntax checks with real-time SMTP verification and catch-all detection, and it&apos;s one of the more affordable options if you&apos;re verifying at real volume, without giving up accuracy.</p><h6 id="pros-2"><strong>Pros:</strong></h6><ul><li>99.6% claimed accuracy, backed by solid third-party ratings (4.7/5 on Trustpilot, 4.9/5 on Capterra)</li><li>Strong catch-all and disposable domain detection</li><li>Real-time and bulk verification through the same API</li><li>Very competitive pay-as-you-go pricing (around $0.0064 per verification)</li><li>500 free credits to test with, no card required</li></ul><h6 id="cons-1"><strong>Cons:</strong></h6><ul><li>No self-serve way to buy additional credits, you have to contact their team directly</li><li>Verification only, no email finding or prospecting features</li></ul><p><strong>Best for:</strong> Teams that need accurate, developer-friendly email verification at scale without paying enterprise pricing.</p><p><strong>Pricing:</strong> 500 free credits (no card required). Pay-as-you-go from ~$0.0064/email, with monthly plans starting around $5-7 per 1,000 credits.</p><h3 id="4-zerobounce">4. ZeroBounce</h3><p><strong>What makes it special:</strong> ZeroBounce goes beyond verification with spam trap detection, email scoring, and even gender detection for better personalization.</p><h5 id="pros-3"><strong>Pros:</strong></h5><ul><li>Comprehensive email insights</li><li>Advanced spam trap detection</li><li>Good accuracy rates</li><li>Multiple verification options</li></ul><h5 id="cons-2"><strong>Cons:</strong></h5><ul><li>Complex pricing structure</li><li>Can be overwhelming for beginners</li><li>Slower processing speeds</li></ul><p><strong>Best for:</strong> Marketing teams wanting detailed email insights and advanced features.</p><p><strong>Pricing:</strong> Free plan available, paid plans from $16/month</p><h3 id="5-hunterio">5. Hunter.io</h3><p><strong>What makes it special:</strong> <a href="https://www.findymail.com/blog/hunter-io-alternatives/">Hunter.io</a> combines email finding, verification, and outreach in one platform. It&apos;s like the Swiss Army knife of email tools.</p><h5 id="pros-4"><strong>Pros:</strong></h5><ul><li>Email finding + verification combo</li><li>Chrome extension available</li><li>Good for domain searches</li><li>Reasonable pricing</li></ul><h5 id="cons-3"><strong>Cons:</strong></h5><ul><li>Lower accuracy than specialists</li><li>Limited bulk processing</li><li>Basic reporting features</li></ul><p><strong>Best for:</strong> Small to medium businesses wanting an all-in-one email solution.</p><p><strong>Pricing:</strong> Free plan available, paid plans from $49/month</p><h3 id="6-emaillistverify">6. EmailListVerify</h3><p><strong>What makes it special:</strong> Decent verification at rock-bottom prices. Perfect for startups and small businesses watching their budget.</p><h5 id="pros-5"><strong>Pros:</strong></h5><ul><li>Very affordable pricing</li><li>Simple, straightforward process</li><li>Quick turnaround times</li><li>Good for basic needs</li></ul><h5 id="cons-4"><strong>Cons:</strong></h5><ul><li>Lower accuracy rates</li><li>Limited features</li><li>Basic customer support</li></ul><p><strong>Best for:</strong> Budget-conscious businesses with basic verification needs.</p><p><strong>Pricing:</strong> Pay-per-use starting at $0.004 per email</p><h3 id="7-verifiedemail">7. <strong>VerifiedEmail</strong></h3><p><strong>What makes it special:</strong> <a href="https://verified.email/">VerifiedEmail</a> combines enterprise-grade verification accuracy with some of the most affordable pricing on the market. Its on-demand infrastructure scales instantly, keeping costs low while maintaining consistent performance.</p><h5 id="pros-6"><strong>Pros:</strong></h5><ul><li>99% verification accuracy</li><li>Real-time and bulk email verification</li><li>Fast, reliable API and website widget</li><li>Affordable pay-as-you-go pricing</li><li>Strong focus on privacy and security</li></ul><h5 id="cons-5"><strong>Cons:</strong></h5><ul><li>Verification-only platform (no email sending or outreach tools)</li><li>API setup may require light technical work</li></ul><p><strong>Best for:</strong> Sales teams, agencies, and marketers who need fast, accurate email verification at scale without paying enterprise-level prices.</p><p><strong>Pricing:</strong> Free trial available (200 credits). Pay-as-you-go pricing starts at $7 for 1,000 emails.</p><h3 id="8-verifalia">8. Verifalia</h3><p><strong>What makes it special:</strong> Built by developers, for developers. Verifalia offers one of the most robust APIs in the market with extensive documentation and flexible integration options.</p><h5 id="pros-7"><strong>Pros:</strong></h5><ul><li>Exceptional API documentation</li><li>Multiple programming language SDKs</li><li>High processing speeds</li><li>Detailed verification results</li><li>Enterprise-grade security</li></ul><h5 id="cons-6"><strong>Cons:</strong></h5><ul><li>More technical, less user-friendly</li><li>Higher pricing for small volumes</li><li>Limited marketing features</li></ul><p><strong>Best for:</strong> Tech companies and developers building custom email verification solutions.</p><p><strong>Pricing:</strong> Pay-per-use starting at $0.01 per email</p><h3 id="9-clearout">9. Clearout</h3><p><strong>What makes it special:</strong> Clearout processes emails faster than almost anyone else in the market. We&apos;re talking minutes, not hours, for large lists. Plus, they offer some unique features like phone number verification.</p><h5 id="pros-8"><strong>Pros:</strong></h5><ul><li>Lightning-fast processing speeds</li><li>Phone number verification too</li><li>Good bulk discounts</li><li>Simple, clean interface</li><li>24/7 customer support</li></ul><h5 id="cons-7"><strong>Cons:</strong></h5><ul><li>Accuracy can vary by region</li><li>Limited advanced features</li><li>No free plan</li></ul><p><strong>Best for:</strong> Businesses that need rapid list processing and don&apos;t want to wait around.</p><p><strong>Pricing:</strong> Plans start at $0.007 per email</p><h3 id="10-millionverifier">10. MillionVerifier</h3><p><strong>What makes it special:</strong> As the name suggests, MillionVerifier is built for businesses processing massive email volumes. They offer some of the best bulk pricing in the industry.</p><h5 id="pros-9"><strong>Pros:</strong></h5><ul><li>Excellent bulk pricing</li><li>Handles massive file sizes</li><li>Good accuracy rates</li><li>API and bulk options</li><li>No monthly commitments</li></ul><h5 id="cons-8"><strong>Cons:</strong></h5><ul><li>Basic interface design</li><li>Limited customer support</li><li>No real-time verification</li></ul><p><strong>Best for:</strong> Large enterprises and agencies processing hundreds of thousands of emails monthly.</p><p><strong>Pricing:</strong> Pay-per-use starting at $0.004 per email (cheaper for higher volumes)</p><h3 id="11-debounce">11. DeBounce</h3><p><strong>What makes it special:</strong> DeBounce doesn&apos;t try to be flashy or revolutionary &#x2013; they just do solid email verification consistently well. Sometimes that&apos;s exactly what you need.</p><h5 id="pros-10"><strong>Pros:</strong></h5><ul><li>Consistent, reliable results</li><li>Fair pricing structure</li><li>Good customer service</li><li>Clean, simple interface</li><li>No setup fees or contracts</li></ul><h5 id="cons-9"><strong>Cons:</strong></h5><ul><li>Nothing groundbreaking</li><li>Average processing speeds</li><li>Limited integration options</li></ul><p><strong>Best for:</strong> Businesses wanting straightforward, no-nonsense email verification without bells and whistles.</p><p><strong>Pricing:</strong> Free trial available, pay-per-use from $0.007 per email</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Insider Secret</strong><br><br>Here&apos;s something most people don&apos;t know: the &quot;verified&quot; emails you buy from data providers often have 10-15% invalid addresses. Why? Data goes stale fast &#x2013; people change jobs, companies shut down, and email addresses get deactivated. That&apos;s why you should always re-verify purchased lists, even if they claim to be &quot;pre-verified.&quot;</div></div><h2 id="what-is-email-verification-and-why-does-it-matter"><strong>What Is Email Verification and Why Does It Matter?</strong></h2><h3 id="the-difference-between-email-validation-verification-and-list-cleaning"><strong>The Difference Between Email Validation, Verification, and List Cleaning</strong></h3><p>Before we jump into the tools, let&apos;s clear up the confusion around these terms. While often used interchangeably, they actually serve slightly different purposes:</p><ul><li><strong>Email Validation</strong>: Checks if an email follows the correct format (like having an @ symbol and proper domain structure)</li><li><strong>Email Verification</strong>: Goes deeper by confirming the email actually exists and can receive messages</li><li><strong>List Cleaning</strong>: The comprehensive process of removing invalid, risky, and unwanted emails from your database</li></ul><h3 id="why-your-business-desperately-needs-email-verification"><strong>Why Your Business Desperately Needs Email Verification</strong></h3><p>Here&apos;s the reality check: sending emails to invalid addresses is like burning money while destroying your reputation. <a href="https://www.findymail.com/blog/verify-email-addresses-without-sending-email/">Email verification</a> helps you:</p><ul><li><strong>Slash bounce rates</strong>: Keep them under 5% (ideally under 2%)</li><li><strong>Protect your sender reputation</strong>: Avoid the dreaded spam folder</li><li><strong>Save serious cash</strong>: Stop paying for emails that never reach real people</li><li><strong>Get accurate data</strong>: Make decisions based on real engagement metrics</li><li><strong>Boost ROI</strong>: Every verified email is a potential customer, not a wasted credit</li></ul><h3 id="the-real-impact-on-email-deliverability-and-marketing-success"><strong>The Real Impact on Email Deliverability and Marketing Success</strong></h3><p>Let&apos;s talk numbers. A study by Return Path found that emails with high bounce rates (above 10%) see their deliverability drop by up to 27%. That means even your good emails might not reach their intended recipients!</p><p>On the flip side, companies using <a href="https://www.findymail.com/blog/how-to-find-an-email-address/">proper email finding and verification processes</a> report up to 45% improvement in campaign performance. The math is simple: cleaner lists = better results.</p><h2 id="how-does-the-email-verifier-process-work"><strong>How Does the Email Verifier Process Work?</strong></h2><p>Ever wondered what happens behind the scenes when you verify an email? The process is actually quite fascinating and involves multiple checkpoints:</p><h3 id="step-1-syntax-check"><strong>Step 1: Syntax Check</strong></h3><p>First, the tool examines if the email follows proper formatting rules. Is there an @ symbol? Does the domain have a valid extension? This catches obvious typos like &quot;john@gmial.com&quot; or &quot;sarah@company.&quot;</p><h3 id="step-2-domainmx-record-verification"><strong>Step 2: Domain/MX Record Verification</strong></h3><p>Next, it checks if the domain actually exists and can receive emails by looking up DNS and MX (Mail Exchange) records. If a company went out of business, their domain won&apos;t have valid MX records.</p><h3 id="step-3-disposable-catch-all-detection"><strong>Step 3: Disposable &amp; Catch-All Detection</strong></h3><p>The tool identifies temporary email services (like 10minutemail.com) and <a href="https://www.findymail.com/blog/what-are-catch-all-emails/">catch-all domains</a> that accept emails for any address. These are risky for marketing campaigns.</p><h3 id="step-4-role-based-and-spam-trap-identification"><strong>Step 4: Role-Based and Spam Trap Identification</strong></h3><p>Generic addresses like info@, support@, or noreply@ are flagged as they often lead to spam complaints. The system also identifies known spam traps set by ISPs.</p><h3 id="step-5-real-time-vs-bulk-verification"><strong>Step 5: Real-Time vs Bulk Verification</strong></h3><p>Finally, the tool performs an SMTP handshake with the email server &#x2013; essentially knocking on the door to ask &quot;Is anyone home?&quot; Some tools do this in real-time, others process lists in bulk.</p><p>Want to dive deeper into the technical details? Check out our comprehensive guide on <a href="https://www.findymail.com/blog/how-email-finder-tools-work-7-steps-explained/">how email finder tools work in 7 steps</a> for a complete breakdown of the entire process.</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Pro Tip</strong><br><br>Free verification tools often skip the SMTP check to save resources. This is why they&apos;re less accurate &#x2013; they&apos;re basically doing half the job!</div></div><h2 id="key-features-to-look-for-in-an-email-verifier"><strong>Key Features to Look for in an Email Verifier</strong></h2><h3 id="accuracy-rate-and-reliability"><strong>Accuracy Rate and Reliability</strong></h3><p>This is the holy grail. Look for tools boasting 95%+ accuracy rates, but take these claims with a grain of salt. The best way to test? Start with their free trial and verify a small list you can manually double-check.</p><h3 id="bulk-email-verification-vs-real-time-verification"><strong>Bulk Email Verification vs Real-Time Verification</strong></h3><p>Bulk verification is perfect for cleaning existing lists &#x2013; upload a CSV, grab a coffee, and come back to clean data. Real-time verification works great for web forms and CRM integrations, checking emails as they&apos;re entered.</p><h3 id="integrations-and-api-availability"><strong>Integrations and API Availability</strong></h3><p>Your verification tool should play nice with your existing stack. Look for integrations with popular ESPs like Mailchimp, HubSpot, and Salesforce. A robust API is crucial for custom implementations.</p><h3 id="speed-and-scalability"><strong>Speed and Scalability</strong></h3><p>Need to verify 100,000 emails? Some tools will have you waiting overnight, while others process the same list in under an hour. Consider your volume needs and deadlines.</p><h3 id="data-security-gdpr-compliance"><strong>Data Security &amp; GDPR Compliance</strong></h3><p>You&apos;re handling personal data, so security isn&apos;t optional. Ensure your chosen tool is GDPR compliant, uses encryption, and has clear data retention policies.</p><!--kg-card-begin: html--><table style="border:none;border-collapse:collapse;">
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<!--kg-card-end: html--><h2 id="how-much-do-email-verifier-services-cost">How Much Do Email Verifier Services Cost?</h2><p>Pricing in the email verification world can be confusing. Let&apos;s break down the common models:</p><h3 id="pay-per-verification-model"><strong>Pay-Per-Verification Model</strong></h3><p>Most tools charge between $0.004 to $0.02 per email verified. The price usually drops as your volume increases. This model works great if you have irregular verification needs.</p><h3 id="monthly-subscriptions"><strong>Monthly Subscriptions</strong></h3><p>Plans typically range from $15 to $500+ per month, including a certain number of verifications. Perfect for businesses with consistent monthly volumes.</p><h3 id="enterprise-custom-pricing">Enterprise &amp; Custom Pricing</h3><p>Large organizations often negotiate custom deals based on volume commitments and specific requirements.</p><!--kg-card-begin: html--><table style="border:none;border-collapse:collapse;">
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        <span style="font-size:11pt;font-family:Arial,sans-serif;font-weight:700;">Free Trial</span>
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        <span style="font-size:11pt;font-family:Arial,sans-serif;font-weight:700;">Best For</span>
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      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;font-weight:700;">Findymail</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;text-align:center;">Yes</td>
      <td style="border:solid #000000 1pt;padding:5pt;">B2B Sales &amp; Marketing</td>
      <td style="border:solid #000000 1pt;padding:5pt;">Email finding + verification</td>
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      <td style="border:solid #000000 1pt;padding:5pt;text-align:center;">Yes</td>
      <td style="border:solid #000000 1pt;padding:5pt;">High-volume users</td>
      <td style="border:solid #000000 1pt;padding:5pt;">Real-time API</td>
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      <td style="border:solid #000000 1pt;padding:5pt;text-align:center;">Yes</td>
      <td style="border:solid #000000 1pt;padding:5pt;">Feature-rich needs</td>
      <td style="border:solid #000000 1pt;padding:5pt;">Email scoring &amp; insights</td>
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      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;font-weight:700;">Hunter.io</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;text-align:center;">Yes</td>
      <td style="border:solid #000000 1pt;padding:5pt;">All-in-one solution</td>
      <td style="border:solid #000000 1pt;padding:5pt;">Domain search</td>
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    <tr>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;font-weight:700;">EmailListVerify</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;text-align:center;">Yes</td>
      <td style="border:solid #000000 1pt;padding:5pt;">Budget-conscious users</td>
      <td style="border:solid #000000 1pt;padding:5pt;">Simple &amp; affordable</td>
    </tr>

    <!-- Snov.io Email Verifier -->
    <tr>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;font-weight:700;">Snov.io Email Verifier</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;text-align:center;">Yes</td>
      <td style="border:solid #000000 1pt;padding:5pt;">Growth teams</td>
      <td style="border:solid #000000 1pt;padding:5pt;">Complete sales suite</td>
    </tr>

    <!-- Verifalia -->
    <tr>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;font-weight:700;">Verifalia</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;text-align:center;">Yes</td>
      <td style="border:solid #000000 1pt;padding:5pt;">Developers &amp; tech teams</td>
      <td style="border:solid #000000 1pt;padding:5pt;">Robust API &amp; SDKs</td>
    </tr>

    <!-- Clearout -->
    <tr>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;font-weight:700;">Clearout</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;text-align:center;">No</td>
      <td style="border:solid #000000 1pt;padding:5pt;">Speed-focused businesses</td>
      <td style="border:solid #000000 1pt;padding:5pt;">Ultra-fast processing</td>
    </tr>

    <!-- MillionVerifier -->
    <tr>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;font-weight:700;">MillionVerifier</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;text-align:center;">Yes</td>
      <td style="border:solid #000000 1pt;padding:5pt;">Enterprise &amp; agencies</td>
      <td style="border:solid #000000 1pt;padding:5pt;">Massive volume handling</td>
    </tr>

    <!-- DeBounce -->
    <tr>
      <td style="border:solid #000000 1pt;padding:5pt;"><span style="font-size:11pt;font-family:Arial,sans-serif;font-weight:700;">DeBounce</span></td>
      <td style="border:solid #000000 1pt;padding:5pt;text-align:center;">Yes</td>
      <td style="border:solid #000000 1pt;padding:5pt;">Simple, reliable needs</td>
      <td style="border:solid #000000 1pt;padding:5pt;">Consistent performance</td>
    </tr>
  </tbody>
</table>
<!--kg-card-end: html--><h3 id="cost-vs-roi-the-real-numbers"><strong>Cost vs ROI: The Real Numbers</strong></h3><p>Let&apos;s do some quick math. Say you have a 10,000-email list with a 15% invalid rate. At $0.01 per verification, you&apos;d spend $100 to clean it. But those 1,500 invalid emails would cost you:</p><ul><li><strong>ESP costs</strong>: $15-30 (depending on your plan)</li><li><strong>Damaged reputation</strong>: Reduced deliverability for ALL future emails</li><li><strong>Missed opportunities</strong>: Your good emails might end up in spam</li><li><strong>Wasted time</strong>: Analyzing skewed campaign data</li></ul><p>The verification cost pays for itself before you even send your first campaign!</p><h2 id="benefits-of-using-email-verifier"><strong>Benefits of Using Email Verifier</strong></h2><h3 id="dramatically-improve-campaign-deliverability"><strong>Dramatically Improve Campaign Deliverability</strong></h3><p>Clean lists consistently achieve 95%+ deliverability rates compared to 70-80% for unverified lists. That&apos;s the difference between reaching 9,500 or 7,500 people out of your 10,000 contacts.</p><h3 id="slash-your-bounce-rate"><strong>Slash Your Bounce Rate</strong></h3><p>A bounce rate above 5% is a red flag to ESPs. Email verification typically reduces bounces to under 2%, keeping you in good standing with email providers.</p><h3 id="protect-your-precious-sender-reputation"><strong>Protect Your Precious Sender Reputation</strong></h3><p>Your sender reputation is like your credit score for emails. Once it&apos;s damaged, it takes months to rebuild. Verification is your insurance policy against reputation damage.</p><h3 id="stop-hemorrhaging-money-on-esp-credits"><strong>Stop Hemorrhaging Money on ESP Credits</strong></h3><p>Why pay to send emails to addresses that don&apos;t exist? <a href="https://www.findymail.com/blog/crm-data-cleansing/">Finding and verifying the right email addresses</a> ensures every credit goes to a real person who might actually become a customer.</p><h3 id="get-laser-sharp-targeting-and-segmentation"><strong>Get Laser-Sharp Targeting and Segmentation</strong></h3><p>Clean data enables better segmentation. When you know your emails reach real people, you can make confident decisions about A/B testing, personalization, and campaign optimization.</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Real-World Example</strong><br><br>TechCorp reduced their email marketing costs by 40% and increased revenue per email by 60% just by implementing proper email verification. Their secret? They stopped focusing on list size and started optimizing for list quality. Sometimes less really is more!</div></div><h2 id="common-use-cases-for-email-verification"><strong>Common Use Cases for Email Verification</strong></h2><h3 id="cold-email-outreach-campaigns"><strong>Cold Email Outreach Campaigns</strong></h3><p>Nothing kills a cold email campaign faster than high bounce rates. Verify every email before your first send to maintain deliverability and avoid ESP blocks.</p><h3 id="newsletter-list-spring-cleaning"><strong>Newsletter List Spring Cleaning</strong></h3><p>Email addresses decay at 2-3% per month. If your newsletter list is older than six months, it probably needs a good cleaning to remove invalid addresses.</p><h3 id="crm-database-hygiene"><strong>CRM Database Hygiene</strong></h3><p>Your CRM is only as good as the data inside it. Regular verification ensures your sales team isn&apos;t wasting time on dead-end email addresses.</p><h3 id="saas-product-integrations"><strong>SaaS Product Integrations</strong></h3><p>Building email functionality into your SaaS? Real-time verification prevents invalid emails from entering your system in the first place.</p><h2 id="how-to-choose-the-best-email-verifier-tool-for-your-business"><strong>How to Choose the Best Email Verifier Tool for Your Business</strong></h2><h3 id="consider-your-email-list-size"><strong>Consider Your Email List Size</strong></h3><p>Small lists (under 1,000 emails): Pay-per-verification might be more economical</p><p>Medium lists (1,000-10,000): Monthly plans often offer better value</p><p>Large lists (10,000+): Look for volume discounts and enterprise pricing</p><h3 id="budget-pricing-flexibility"><strong>Budget &amp; Pricing Flexibility</strong></h3><p>Don&apos;t just look at the sticker price. Consider your monthly volume, growth plans, and whether you need consistent verification or occasional big cleanups.</p><h3 id="integration-requirements"><strong>Integration Requirements</strong></h3><p>Make sure your chosen tool integrates with your current tech stack. Common integrations include Salesforce, HubSpot, Mailchimp, and Zapier for connecting to virtually any other tool.</p><h3 id="speed-vs-accuracy-trade-off"><strong>Speed vs Accuracy Trade-off</strong></h3><p>Some tools prioritize speed, others focus on accuracy. For cold outreach, accuracy is king. For web form validation, speed might be more important. Choose based on your primary use case.</p><h2 id="frequently-asked-questions"><strong>Frequently Asked Questions</strong></h2><h3 id="what-is-the-most-accurate-email-verifier"><strong>What is the most accurate email verifier?</strong></h3><p>While accuracy claims vary, tool like Findymail consistently achieve 95%+ accuracy rates. The best way to determine accuracy for your specific use case is to test with a small sample list.</p><h3 id="how-do-i-clean-my-email-list-effectively"><strong>How do I clean my email list effectively?</strong></h3><p>Start by exporting your list to CSV format, choose a reputable verification service, upload your list, and wait for results. Then, remove invalid and risky emails, but keep a separate list for future re-verification since some &quot;risky&quot; emails might become valid later.</p><h3 id="can-email-verification-improve-deliverability"><strong>Can email verification improve deliverability?</strong></h3><p>Absolutely! Email verification directly improves deliverability by reducing bounce rates, protecting sender reputation, and ensuring you&apos;re only sending to valid, engaged recipients. Most businesses see immediate improvements in their inbox placement rates.</p><h3 id="whats-the-difference-between-email-validation-and-verification"><strong>What&apos;s the difference between email validation and verification?</strong></h3><p>Email validation checks if an email follows proper formatting rules (syntax), while verification goes further to confirm the email address actually exists and can receive messages. Verification is more comprehensive and reliable.</p>]]></content:encoded></item><item><title><![CDATA[Top HubSpot Integrations (2026): 15 Best Apps]]></title><description><![CDATA[Compare the 15 best HubSpot integrations for CRM management, sales, marketing, automation, and RevOps in 2026, including pricing and G2 ratings.]]></description><link>https://www.findymail.com/blog/top-hubspot-integrations/</link><guid isPermaLink="false">6a55d5af2fad8c5379bf84d1</guid><category><![CDATA[CRMs]]></category><category><![CDATA[Sales]]></category><dc:creator><![CDATA[Valentin]]></dc:creator><pubDate>Mon, 03 Aug 2026 05:00:00 GMT</pubDate><media:content url="https://www.findymail.com/blog/content/images/2026/07/Top-HubSpot-Integrations--2026-_-15-Best-Apps.png" medium="image"/><content:encoded><![CDATA[<img src="https://www.findymail.com/blog/content/images/2026/07/Top-HubSpot-Integrations--2026-_-15-Best-Apps.png" alt="Top HubSpot Integrations (2026): 15 Best Apps"><p>HubSpot is powerful on its own, but its real strength shows up once you connect it to the rest of <a href="https://www.findymail.com/blog/best-cold-outreach-tools/">your stack</a>. Whether you&apos;re trying to <a href="https://www.findymail.com/blog/crm-data-quality/">improve CRM data quality</a>, <a href="https://www.findymail.com/blog/best-cold-outreach-tools/">automate workflows</a>, close deals faster, or get marketing and sales talking to each other. The right integrations save hours every week.</p><p>The hard part isn&apos;t finding integrations. HubSpot&apos;s marketplace has thousands of them. The hard part is telling the difference between a tool that genuinely improves your workflow and one that just adds another login to remember. I&apos;ve compared the best HubSpot integrations for sales, marketing, customer success, and RevOps to help you build a GTM stack that actually holds together.</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 sitting inside it.</strong><br><br>If your HubSpot instance is full of duplicate contacts, outdated titles, and half-empty fields, every report, workflow, and automation built on top of it inherits that mess.</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">See how Findymail CRM Datacare keeps HubSpot clean &#x2192;</a></div><div class="kg-card kg-callout-card kg-callout-card-white"><div class="kg-callout-text"><strong>TL;DR: Best HubSpot Integrations</strong><br><br><strong>The 15 Integrations:</strong><br>1. Findymail CRM Datacare &#x2014; continuous CRM data health<br>2. LinkedIn Sales Navigator &#x2014; sales prospecting<br>3. Storydoc &#x2014; sales proposals<br>4. Slack &#x2014; internal collaboration<br>5. Gong &#x2014; sales coaching<br>6. Zapier &#x2014; no-code workflows<br>7. Aircall &#x2014; calling<br>8. Chili Piper &#x2014; inbound sales<br>9. Clay &#x2014; CRM enrichment<br>10. Shopify &#x2014; ecommerce<br>11. Typeform &#x2014; marketing forms<br>12. Asana &#x2014; cross-functional teams<br>13. QuickBooks &#x2014; finance<br>14. Zoom &#x2014; sales demos<br>15. Surfe &#x2014; LinkedIn CRM sync</div></div><h2 id="why-use-hubspot-integrations"><strong>Why Use HubSpot Integrations?</strong></h2><p>A CRM that doesn&apos;t talk to the rest of your tools becomes a filing cabinet nobody updates. Connecting HubSpot to your calling tool, your scheduler, your enrichment layer, and your finance software closes that gap. Done right, integrations:</p><ul><li>Eliminate manual data entry between systems</li><li>Keep customer data synchronized across every tool your team touches</li><li>Automate the repetitive parts of prospecting, scheduling, and reporting</li><li>Improve reporting accuracy by removing manual re-entry as a source of error</li><li>Connect sales and marketing so handoffs don&apos;t lose context</li><li>Let operations scale without a proportional increase in admin headcount</li></ul><p><strong>A common example:</strong> a lead fills out a form (Typeform), gets instantly routed to the right rep&apos;s calendar (Chili Piper), the call gets logged and transcribed automatically (Aircall or Gong), and the CRM record stays enriched and duplicate-free the entire time (Datacare). Each tool does one job well. HubSpot is the hub that ties them together.</p><h2 id="what-makes-a-great-hubspot-integration"><strong>What Makes a Great HubSpot Integration?</strong></h2><p>Every tool on this list was evaluated against the same criteria:</p><ul><li>HubSpot integration quality and depth (not a clunky Zapier workaround)</li><li>Ease of implementation and time to first value</li><li>Reliability and uptime</li><li>Depth of automation capabilities</li><li>User reviews on G2 and Capterra</li><li>Pricing transparency and value at typical team sizes</li><li>Real business impact and ROI</li><li>Quality of ongoing support</li></ul><h2 id="the-best-hubspot-integrations-in-2026"><strong>The Best HubSpot Integrations in 2026</strong></h2><h3 id="1-findymail-crm-datacare-%E2%80%94-best-for-crm-data-health"><strong>1. Findymail CRM Datacare &#x2014; Best for CRM Data Health</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/07/Top-HubSpot-Integrations_-Datacare.png" class="kg-image" alt="Top HubSpot Integrations (2026): 15 Best Apps" loading="lazy" width="2000" height="1080" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Top-HubSpot-Integrations_-Datacare.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Top-HubSpot-Integrations_-Datacare.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Top-HubSpot-Integrations_-Datacare.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/07/Top-HubSpot-Integrations_-Datacare.png 2400w" 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><strong>We built Datacare to solve one key issue:</strong> teams that buy <a href="https://www.findymail.com/blog/best-crm-data-enrichment-tools/">enrichment tools</a>, run a one-time cleanup, and watch their <a href="https://www.findymail.com/blog/data-decay/">CRM decay</a> right back to where it started within a few months. HubSpot itself estimates contact data decays at a <a href="https://www.hubspot.com/database-decay">22.5% every year</a> as <a href="https://www.findymail.com/blog/job-change-tracking/">people change jobs</a>, companies rebrand, and emails go stale. A single cleanup project doesn&apos;t fix that. <strong>Continuous maintenance does</strong>.</p><p>Datacare connects natively to HubSpot and runs quietly in the background. It fills in missing fields on new and existing records, <a href="https://www.findymail.com/blog/data-cleansing/">merges duplicate contacts and companies</a>, and flags job changes the moment they happen, all without anyone on your team lifting a finger.</p><p><strong>Best For: </strong>RevOps teams, sales ops leaders, and anyone who has ever opened a HubSpot report and immediately stopped trusting the numbers because half the contacts had three duplicates and a blank job title field.</p><p><strong>Key Features:</strong></p><ul><li><strong>Auto-enrichment:</strong> fills in missing emails, phone numbers, job titles, and company data on new and existing HubSpot records</li><li><strong>Job change tracking:</strong> flags the moment a contact switches companies, so outreach timing stays sharp</li><li><strong>Deduplication:</strong> merges duplicate contacts and companies automatically, continuously, not just on request</li><li><strong>No-override default:</strong> only fills empty fields by default, so nothing your team has already entered gets touched unless you explicitly allow it</li><li><strong>Preview mode:</strong> shows exactly what would change before anything updates your live CRM</li><li><strong>Full rollback:</strong> undo any change at any time</li><li><strong>Live and batch processing:</strong> enriches in real time as records are created or edited, plus a monthly batch scan to catch everything else</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/2026/07/Top-HubSpot-Integrations_-Datacare-Ratings.png" class="kg-image" alt="Top HubSpot Integrations (2026): 15 Best Apps" loading="lazy" width="2000" height="948" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Top-HubSpot-Integrations_-Datacare-Ratings.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Top-HubSpot-Integrations_-Datacare-Ratings.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Top-HubSpot-Integrations_-Datacare-Ratings.png 1600w, https://www.findymail.com/blog/content/images/2026/07/Top-HubSpot-Integrations_-Datacare-Ratings.png 2107w" 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> 4.7/5 (57)</li><li><strong>Capterra:</strong> 4.8/5 (7)</li></ul><p><strong>Pros:</strong></p><ul><li><strong>Continuous enrichment</strong>, so your CRM doesn&apos;t quietly decay again six months later.</li><li><strong>Safety controls</strong> (preview mode, no-override, rollback) mean RevOps teams don&apos;t have to worry about a bad enrichment run corrupting carefully maintained records.</li><li><strong>Priced by database size</strong>, not per-credit, so there&apos;s no &quot;ran out of credits mid-quarter&quot; surprise.</li><li><strong>Backed by the same sub-5% bounce guarantee</strong> as Findymail&apos;s core email finder.</li></ul><p><strong>Cons:</strong></p><ul><li><strong>Not a database or lead-sourcing tool</strong>, Datacare cleans and enriches what&apos;s already in your CRM; it doesn&apos;t find brand-new prospects the way a tool like Clay or LinkedIn Sales Navigator does.</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/2026/07/Top-HubSpot-Integrations_-Datacare-Pricing--1-.png" class="kg-image" alt="Top HubSpot Integrations (2026): 15 Best Apps" loading="lazy" width="2000" height="1078" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Top-HubSpot-Integrations_-Datacare-Pricing--1-.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Top-HubSpot-Integrations_-Datacare-Pricing--1-.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Top-HubSpot-Integrations_-Datacare-Pricing--1-.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/07/Top-HubSpot-Integrations_-Datacare-Pricing--1-.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Findymail CRM Datacare Pricing</figcaption></figure><ul><li>Starting from <strong>$500/month billed annually</strong>, based on the number of contacts and companies in your CRM. No credits, no per-action fees.</li><li>Every demo comes with a <strong>free CRM health check</strong> that shows your data completeness, decay rate, and duplicate rate before you commit to anything.</li></ul><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Curious what&apos;s actually broken in your HubSpot instance?</strong><br><br>Most teams underestimate how much of their CRM is duplicates or dead data until they see the numbers. We run a free health check that connects to your HubSpot account, analyzes completeness and decay without touching a single record, and shows you exactly what <a href="https://www.findymail.com/crm-enrichment/">Datacare</a> would fix.</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 free CRM health check &#x2192;</a></div><h3 id="2-linkedin-sales-navigator-%E2%80%94-best-for-sales-prospecting"><strong>2. LinkedIn Sales Navigator &#x2014; Best for Sales Prospecting</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/07/Top-HubSpot-Integrations_-LinkedIn-Sales-Navigator.png" class="kg-image" alt="Top HubSpot Integrations (2026): 15 Best Apps" loading="lazy" width="2000" height="1126" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Top-HubSpot-Integrations_-LinkedIn-Sales-Navigator.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Top-HubSpot-Integrations_-LinkedIn-Sales-Navigator.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Top-HubSpot-Integrations_-LinkedIn-Sales-Navigator.png 1600w, https://www.findymail.com/blog/content/images/2026/07/Top-HubSpot-Integrations_-LinkedIn-Sales-Navigator.png 2380w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://business.linkedin.com/sell/sales-navigator">LinkedIn Sales Navigator</a></figcaption></figure><p><strong>Overview:</strong></p><p><a href="https://www.findymail.com/blog/how-to-use-sales-navigator/">Sales Navigator</a> is still one of the sharpest ways to search LinkedIn&apos;s professional network for the exact people you want to talk to. Filter by job title, seniority, company size, industry, and &quot;recently changed jobs,&quot; and you&apos;ve got a prospecting list regular LinkedIn can&apos;t touch.</p><p><strong>Best For: </strong>SDRs and account executives who prospect primarily on LinkedIn and want advanced search, lead recommendations, and InMail credits without leaving the platform.</p><p><strong>Key Features:</strong></p><ul><li><strong>Advanced search filters:</strong> 30+ filters covering company, role, seniority, and activity</li><li><strong>Saved lead and account lists: </strong>alerts on job changes and company news</li><li><strong>InMail credits:</strong> for reaching people outside your network</li><li><strong>CRM sync:</strong> with HubSpot on higher tiers (Advanced Plus)</li></ul><p><strong>Ratings:</strong></p><ul><li><strong>G2: </strong>4.4/5 (2,205)</li><li><strong><strong><strong>Capterra: </strong></strong></strong>4.5/5 (179)</li></ul><p><strong>Pros:</strong></p><ul><li><strong>Unmatched search depth</strong> for LinkedIn-native prospecting.</li><li><strong>Job change and company alerts</strong> keep timing sharp.</li><li><strong>Clean, intuitive interface</strong> that most reps pick up quickly.</li></ul><p><strong>Cons:</strong></p><ul><li><strong>Doesn&apos;t return email addresses or phone numbers on its own</strong>; you&apos;ll need an email finder to actually reach the people you find.</li><li><strong>CRM sync is locked</strong> behind the highest tier.</li><li><strong>Pricing has crept up in recent years</strong>, and small teams often feel the cost relative to InMail volume.</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/2026/07/Top-HubSpot-Integrations_-LinkedIn-Sales-Navigator-Pricing.png" class="kg-image" alt="Top HubSpot Integrations (2026): 15 Best Apps" loading="lazy" width="2000" height="1087" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Top-HubSpot-Integrations_-LinkedIn-Sales-Navigator-Pricing.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Top-HubSpot-Integrations_-LinkedIn-Sales-Navigator-Pricing.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Top-HubSpot-Integrations_-LinkedIn-Sales-Navigator-Pricing.png 1600w, https://www.findymail.com/blog/content/images/2026/07/Top-HubSpot-Integrations_-LinkedIn-Sales-Navigator-Pricing.png 2379w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://business.linkedin.com/sell/sales-navigator">LinkedIn Sales Navigator</a></figcaption></figure><ul><li><a href="https://www.findymail.com/blog/linkedin-sales-navigator-pricing/">Core plan starts </a>at $99.99/user/month ($119.99/month on monthly billing); Advanced at $149.99/month annually.</li></ul><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Found the perfect prospect on Sales Navigator? Now get their inbox.</strong><br><br>Sales Navigator tells you exactly who to target, but it stops at the LinkedIn profile. <strong><a href="https://www.findymail.com/crm-enrichment/">Datacare</a> </strong>will find and verify the actual email addresses behind those profiles, so your list turns into outreach instead of a bookmarked search.</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">Turn your Sales Navigator lists into verified contacts &#x2192;</a></div><h3 id="3-storydoc-%E2%80%94-best-for-sales-teams"><strong>3. </strong>Storydoc &#x2014; Best for sales teams</h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/08/StoryDoc-LP.png" class="kg-image" alt="Top HubSpot Integrations (2026): 15 Best Apps" loading="lazy" width="1915" height="1275" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/08/StoryDoc-LP.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/08/StoryDoc-LP.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/08/StoryDoc-LP.png 1600w, https://www.findymail.com/blog/content/images/2026/08/StoryDoc-LP.png 1915w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.storydoc.com/">Storydoc</a></figcaption></figure><p><strong>Overview:</strong></p><p>The HubSpot-Storydoc integration pulls live deal, contact, and company data straight from HubSpot into AI-generated decks&#x2014; proposals, or one-pagers&#x2014;so reps stop rebuilding the same document from scratch for every lead or deal stage. Storydoc generates a fully personalized, on-brand document in seconds using whatever HubSpot record it&apos;s connected to.</p><p><strong>Best For:</strong> Sales and marketing teams who want to build a deck workflow automation with AI governance.</p><p><strong>Key Features:</strong></p><ul><li><strong>CRM-driven personalization:</strong> pulls live HubSpot fields (deal amount, stage, contact details, and more) directly into decks</li><li><strong>StoryBrain content engine: </strong>trains on past decks and brand guidelines, so every HubSpot-triggered document stays on-voice and on-brand</li><li><strong>Engagement analytics and alerts:</strong> tracks how a HubSpot contact interacts with a sent deck in real time, flagging opens and engagement so reps know when to follow up</li><li><strong>Automated follow-up decks:</strong> generates post-meeting collateral with agreed next steps and timelines using call insights alongside HubSpot data</li><li><strong>Native API and Zapier/Make/Clay support:</strong> triggers document generation straight from a HubSpot workflow, spreadsheet, or prospect list</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/2026/08/StoryDoc-Ratings.png" class="kg-image" alt="Top HubSpot Integrations (2026): 15 Best Apps" loading="lazy" width="1669" height="700" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/08/StoryDoc-Ratings.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/08/StoryDoc-Ratings.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/08/StoryDoc-Ratings.png 1600w, https://www.findymail.com/blog/content/images/2026/08/StoryDoc-Ratings.png 1669w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.storydoc.com/">Storydoc</a></figcaption></figure><ul><li><strong>G2:</strong> 4.7/5 (67 reviews)</li></ul><p><strong>Pros:</strong></p><ul><li><strong>Saves sales teams hours</strong> spent on recreating the same sales documents over and over.</li><li><strong>Governance over AI-generated decks</strong> through organization oversight and content control</li><li><strong>Real-time engagement tracking</strong> helps reps time follow-ups around actual buyer intent</li></ul><p><strong>Cons:</strong></p><ul><li><strong>No free plan</strong>, only a 14-day trial for testing.</li><li><strong><strong><strong>HubSpot automations only on Pro and teams plans</strong> which individuals or smaller teams can find pricey</strong></strong></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/2026/08/StoryDoc-Pricing.png" class="kg-image" alt="Top HubSpot Integrations (2026): 15 Best Apps" loading="lazy" width="1637" height="826" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/08/StoryDoc-Pricing.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/08/StoryDoc-Pricing.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/08/StoryDoc-Pricing.png 1600w, https://www.findymail.com/blog/content/images/2026/08/StoryDoc-Pricing.png 1637w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.storydoc.com/">Storydoc</a></figcaption></figure><ul><li>Starter begins at $19.80/seat/month, Pro begins at $36/seat/month, and Teams has custom pricing.</li></ul><h3 id="4-slack-%E2%80%94-best-for-internal-collaboration"><strong>4. Slack &#x2014; Best for Internal Collaboration</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/07/Top-HubSpot-Integrations_-Slack.png" class="kg-image" alt="Top HubSpot Integrations (2026): 15 Best Apps" loading="lazy" width="2000" height="1056" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Top-HubSpot-Integrations_-Slack.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Top-HubSpot-Integrations_-Slack.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Top-HubSpot-Integrations_-Slack.png 1600w, https://www.findymail.com/blog/content/images/2026/07/Top-HubSpot-Integrations_-Slack.png 2364w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://slack.com/">Slack</a></figcaption></figure><p><strong>Overview:</strong></p><p>The HubSpot-Slack integration turns deal updates, new lead notifications, and form submissions into real-time messages in the channels your team already lives in, cutting down the number of times someone has to open HubSpot just to check what happened.</p><p><strong>Best For: </strong>Sales and marketing teams who want deal momentum and lead activity visible without constant CRM tab-switching.</p><p><strong>Key Features:</strong></p><ul><li><strong>HubSpot record previews</strong>: paste a contact, company, or deal link in Slack and it unfurls into a card with key details like deal amount, stage, and owner</li><li><strong>Deal and pipeline alerts</strong>: trigger custom Slack notifications from HubSpot workflows when deal stage, amount, or close date changes</li><li><strong>CRM actions from Slack</strong>: create tasks and notes, and move a deal through stages, without opening HubSpot (workflow-triggered action buttons require Professional or Enterprise)</li><li><strong>Cross-functional deal channels</strong>: associate a Slack channel with a HubSpot deal or company record so legal, finance, or CS can follow along without CRM access</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/2026/07/Top-HubSpot-Integrations_-Slack-Ratings.png" class="kg-image" alt="Top HubSpot Integrations (2026): 15 Best Apps" loading="lazy" width="1961" height="1152" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Top-HubSpot-Integrations_-Slack-Ratings.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Top-HubSpot-Integrations_-Slack-Ratings.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Top-HubSpot-Integrations_-Slack-Ratings.png 1600w, https://www.findymail.com/blog/content/images/2026/07/Top-HubSpot-Integrations_-Slack-Ratings.png 1961w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://slack.com/">Slack</a></figcaption></figure><ul><li><strong><strong><strong>G2: </strong></strong></strong>4.5/5 (39,170)</li><li><strong><strong><strong>Capterra: </strong></strong></strong>4.7/5 (24,148)</li></ul><p><strong>Pros:</strong></p><ul><li><strong>Reduces context-switching</strong> by surfacing HubSpot activity where teams already communicate.</li><li><strong>Free tier is genuinely usable</strong> for small teams.</li><li><strong>Broad third-party app ecosystem</strong> beyond just HubSpot.</li></ul><p><strong>Cons:</strong></p><ul><li><strong>Free plan caps searchable message history at 90 days</strong>, which becomes a real limitation as teams grow.</li><li><strong>SSO and compliance features</strong> are locked behind the pricier Business+ tier.</li><li><strong>Per-user pricing adds up</strong> quickly for larger teams.</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/2026/07/Top-HubSpot-Integrations_-Slack-Pricing.png" class="kg-image" alt="Top HubSpot Integrations (2026): 15 Best Apps" loading="lazy" width="2000" height="1037" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Top-HubSpot-Integrations_-Slack-Pricing.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Top-HubSpot-Integrations_-Slack-Pricing.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Top-HubSpot-Integrations_-Slack-Pricing.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/07/Top-HubSpot-Integrations_-Slack-Pricing.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://slack.com/">Slack</a></figcaption></figure><ul><li>Slack Pro starts at $8.75/user/month; the deep Hubspot integration is available on all paid plans, though some advanced features require higher Slack and Hubspot tiers.</li></ul><h3 id="5-gong-%E2%80%94-best-for-sales-coaching"><strong>5. Gong &#x2014; Best for Sales Coaching</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/07/Top-HubSpot-Integrations_-Gong.png" class="kg-image" alt="Top HubSpot Integrations (2026): 15 Best Apps" loading="lazy" width="2000" height="1128" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Top-HubSpot-Integrations_-Gong.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Top-HubSpot-Integrations_-Gong.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Top-HubSpot-Integrations_-Gong.png 1600w, https://www.findymail.com/blog/content/images/2026/07/Top-HubSpot-Integrations_-Gong.png 2380w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.gong.io/">Gong</a></figcaption></figure><p><strong>Overview:</strong></p><p>Gong records, transcribes, and analyzes sales calls, then syncs that intelligence into HubSpot so managers can see which conversations are moving deals forward and which are stalling. Its Deal Likelihood scoring pulls from hundreds of data points to flag at-risk deals before they slip.</p><p><strong>Best For: </strong>Sales teams with enough call volume to justify a dedicated conversation intelligence platform, typically 25+ reps.</p><p><strong>Key Features:</strong></p><ul><li><strong>Call recording and transcription</strong>: automatic for all video and phone calls, with speaker separation</li><li><strong>HubSpot deal sync</strong>: call recordings, transcripts, and conversation insights attach to the right contact, company, and deal record</li><li><strong>Deal intelligence</strong>: AI flags on risk, stalled deals, and missing next steps, surfaced as custom HubSpot deal properties</li><li><strong>Forecast</strong>: pipeline inspection and AI-assisted forecasting that overlays Gong&apos;s scoring on HubSpot deal stage and value (add-on)</li><li><strong>Coaching workflows</strong>: clip specific call moments, attach them to HubSpot deal records, and build rep feedback loops around them</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/2026/07/Top-HubSpot-Integrations_-Gong-Ratings.png" class="kg-image" alt="Top HubSpot Integrations (2026): 15 Best Apps" loading="lazy" width="2000" height="360" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Top-HubSpot-Integrations_-Gong-Ratings.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Top-HubSpot-Integrations_-Gong-Ratings.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Top-HubSpot-Integrations_-Gong-Ratings.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/07/Top-HubSpot-Integrations_-Gong-Ratings.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.gong.io/">Gong</a></figcaption></figure><ul><li><strong><strong><strong>G2: </strong></strong></strong>4.7/5 (6,678)</li><li><strong><strong><strong>Capterra: </strong></strong></strong>4.8/5 (561)</li></ul><p><strong>Pros:</strong></p><ul><li><strong>Genuinely deep conversation analytics</strong> with strong transcription accuracy.</li><li><strong>Deal risk flagging</strong> helps managers intervene before a deal quietly dies.</li><li><strong>Widely regarded</strong> as the category leader for a reason.</li></ul><p><strong>Cons:</strong></p><ul><li><strong>Pricing isn&apos;t published</strong>; every quote goes through a sales process, and platform fees on top of per-seat costs push first-year spend well above the sticker rate.</li><li>Smaller teams often <strong>find the cost hard to justify</strong> relative to usage.</li><li><strong>Some reviewers note forced bundling of modules</strong> (Engage, Forecast) they don&apos;t fully use.</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/2026/07/Top-HubSpot-Integrations_-Gong-Pricing.png" class="kg-image" alt="Top HubSpot Integrations (2026): 15 Best Apps" loading="lazy" width="2000" height="1056" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Top-HubSpot-Integrations_-Gong-Pricing.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Top-HubSpot-Integrations_-Gong-Pricing.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Top-HubSpot-Integrations_-Gong-Pricing.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/07/Top-HubSpot-Integrations_-Gong-Pricing.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.gong.io/">Gong</a></figcaption></figure><ul><li>No published pricing, you&#x2019;ll need to get in touch with sales to learn more.</li></ul><h3 id="6-zapier-%E2%80%94-best-for-no-code-workflows"><strong>6. Zapier &#x2014; Best for No-Code Workflows</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/07/Top-HubSpot-Integrations_-Zapier--1-.png" class="kg-image" alt="Top HubSpot Integrations (2026): 15 Best Apps" loading="lazy" width="2000" height="1066" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Top-HubSpot-Integrations_-Zapier--1-.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Top-HubSpot-Integrations_-Zapier--1-.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Top-HubSpot-Integrations_-Zapier--1-.png 1600w, https://www.findymail.com/blog/content/images/2026/07/Top-HubSpot-Integrations_-Zapier--1-.png 2393w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://zapier.com/">Zapier</a></figcaption></figure><p><strong>Overview:</strong></p><p>Zapier connects HubSpot to more than 8,000 other apps through simple trigger-and-action workflows, called Zaps. New form submission in HubSpot? Fire off a Slack message, log a row in a sheet, and update a project board, all without a developer.</p><p><strong>Best For: </strong>Teams that need HubSpot to talk to tools outside HubSpot&apos;s native integrations, and don&apos;t have engineering resources to build custom connections.</p><p><strong>Key Features:</strong></p><ul><li><strong>App integrations:</strong> 8,000+ apps connected through HubSpot triggers and actions</li><li><strong>Multi-step Zaps:</strong> filters, paths, and conditional logic for more complex workflows</li><li><strong>Zapier Copilot:</strong> an AI assistant that scaffolds Zaps from a plain-language description</li><li><strong>Free Filter and Formatter steps:</strong> don&apos;t consume task credits</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/2026/07/Top-HubSpot-Integrations_-Zapier-Ratings.png" class="kg-image" alt="Top HubSpot Integrations (2026): 15 Best Apps" loading="lazy" width="1995" height="623" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Top-HubSpot-Integrations_-Zapier-Ratings.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Top-HubSpot-Integrations_-Zapier-Ratings.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Top-HubSpot-Integrations_-Zapier-Ratings.png 1600w, https://www.findymail.com/blog/content/images/2026/07/Top-HubSpot-Integrations_-Zapier-Ratings.png 1995w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://zapier.com/">Zapier</a></figcaption></figure><ul><li><strong><strong><strong>G2: </strong></strong></strong>4.5/5 (2,083)</li><li><strong><strong><strong>Capterra: </strong></strong></strong>4.7/5 (3,057)</li></ul><p><strong>Pros:</strong></p><ul><li><strong>Massive integration library</strong> covers almost anything HubSpot doesn&apos;t connect to natively.</li><li><strong>Genuinely easy</strong> to build simple automations without technical help.</li><li><strong>Copilot speeds up building</strong> more complex multi-step Zaps.</li></ul><p><strong>Cons:</strong></p><ul><li><strong>Task-based pricing scales quickly</strong> once you&apos;re running multi-step Zaps at volume; a five-step workflow burns through your monthly allowance fast.</li><li><strong>Free plan limits you to two-step Zaps</strong>, which rules out most real workflows.</li><li>Reliability at high volume takes some tuning to avoid runaway task consumption.</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/2026/07/Top-HubSpot-Integrations_-Zapier-Pricing-1.png" class="kg-image" alt="Top HubSpot Integrations (2026): 15 Best Apps" loading="lazy" width="2000" height="1035" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Top-HubSpot-Integrations_-Zapier-Pricing-1.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Top-HubSpot-Integrations_-Zapier-Pricing-1.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Top-HubSpot-Integrations_-Zapier-Pricing-1.png 1600w, https://www.findymail.com/blog/content/images/2026/07/Top-HubSpot-Integrations_-Zapier-Pricing-1.png 2368w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://zapier.com/">Zapier</a></figcaption></figure><ul><li>Free plan available. Professional starts from $29.99/month for 750 tasks. Team runs for $103.50/month (2,000). Enterprise is custom priced.</li></ul><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Zapier moves your data. Datacare makes sure it&apos;s accurate before it moves.</strong><br><br>Automating a bad workflow just automates bad data, faster. Pair Zapier&apos;s connections with a HubSpot instance that&apos;s actually clean, so the contact records flowing through your Zaps are correct the first time.</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">See how Datacare keeps the data behind your automations clean &#x2192;</a></div><h3 id="7-aircall-%E2%80%94-best-for-calling"><strong>7. Aircall &#x2014; Best for Calling</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/07/Top-HubSpot-Integrations_-Aircall.png" class="kg-image" alt="Top HubSpot Integrations (2026): 15 Best Apps" loading="lazy" width="2000" height="1069" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Top-HubSpot-Integrations_-Aircall.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Top-HubSpot-Integrations_-Aircall.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Top-HubSpot-Integrations_-Aircall.png 1600w, https://www.findymail.com/blog/content/images/2026/07/Top-HubSpot-Integrations_-Aircall.png 2312w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://aircall.io/product-overview/?gad_source=1&amp;gad_campaignid=23606924633&amp;gbraid=0AAAABCZUF3i4-sKSTNlmJ_tH1-r3C7kp_&amp;gclid=CjwKCAjwmdLSBhANEiwAkREMN5ub4b3sGtodXPp-DTNNM01TcBg_jt4pV9eq-M-wlV_2GAaIFmRPnhoC7S8QAvD_BwE">Aircall</a></figcaption></figure><p><strong>Overview:</strong></p><p>Aircall is a cloud phone system built to sit inside HubSpot rather than beside it. Calls, recordings, and voicemails log automatically to the contact record, and click-to-call works straight from the CRM.</p><p><strong>Best For: </strong>Sales and support teams already living in HubSpot who need reliable calling without a separate telephony system.</p><p><strong>Key Features:</strong></p><ul><li><strong>Click-to-call and automatic call logging:</strong> works directly inside HubSpot.</li><li><strong>Power Dialer and live call monitoring: </strong>available on the Professional tier.</li><li><strong>IVR and call queuing:</strong> plus a shared inbox for team-wide call handling.</li><li><strong>AI call transcription and coaching:</strong> available as paid add-ons.</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/2026/07/Top-HubSpot-Integrations_-Aircall-Ratings.png" class="kg-image" alt="Top HubSpot Integrations (2026): 15 Best Apps" loading="lazy" width="2000" height="1043" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Top-HubSpot-Integrations_-Aircall-Ratings.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Top-HubSpot-Integrations_-Aircall-Ratings.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Top-HubSpot-Integrations_-Aircall-Ratings.png 1600w, https://www.findymail.com/blog/content/images/2026/07/Top-HubSpot-Integrations_-Aircall-Ratings.png 2306w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://aircall.io/product-overview/?gad_source=1&amp;gad_campaignid=23606924633&amp;gbraid=0AAAABCZUF3i4-sKSTNlmJ_tH1-r3C7kp_&amp;gclid=CjwKCAjwmdLSBhANEiwAkREMN5ub4b3sGtodXPp-DTNNM01TcBg_jt4pV9eq-M-wlV_2GAaIFmRPnhoC7S8QAvD_BwE">Aircall</a></figcaption></figure><ul><li><strong><strong><strong>G2: </strong></strong></strong>4.4/5 (1,613)</li><li><strong><strong><strong>Capterra: </strong></strong></strong>4.2/5 (462)</li></ul><p><strong>Pros:</strong></p><ul><li><strong>Best-in-class CRM integration</strong>; setup for HubSpot-native teams takes hours, not weeks.</li><li><strong>Unlimited calling</strong> in the US and Canada included on every plan.</li><li><strong>Strong reliability</strong> and call quality reported across reviews.</li></ul><p><strong>Cons:</strong></p><ul><li><strong>Three-license minimum</strong> means even a two-person team pays for three seats.</li><li>Several genuinely useful features (AI Assist, Analytics+) are <strong>paid add-ons on top of the base price.</strong></li><li><strong>International outbound rates aren&apos;t published</strong> upfront and require contacting sales.</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/2026/07/Top-HubSpot-Integrations_-Aircall-Pricing.png" class="kg-image" alt="Top HubSpot Integrations (2026): 15 Best Apps" loading="lazy" width="2000" height="1012" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Top-HubSpot-Integrations_-Aircall-Pricing.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Top-HubSpot-Integrations_-Aircall-Pricing.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Top-HubSpot-Integrations_-Aircall-Pricing.png 1600w, https://www.findymail.com/blog/content/images/2026/07/Top-HubSpot-Integrations_-Aircall-Pricing.png 2318w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://aircall.io/product-overview/?gad_source=1&amp;gad_campaignid=23606924633&amp;gbraid=0AAAABCZUF3i4-sKSTNlmJ_tH1-r3C7kp_&amp;gclid=CjwKCAjwmdLSBhANEiwAkREMN5ub4b3sGtodXPp-DTNNM01TcBg_jt4pV9eq-M-wlV_2GAaIFmRPnhoC7S8QAvD_BwE">Aircall</a></figcaption></figure><ul><li>Essentials starts at $40/user/month, Professional at $70/user/month, both billed monthly with a three-user minimum.</li></ul><h3 id="8-chili-piper-%E2%80%94-best-for-inbound-sales"><strong>8. Chili Piper &#x2014; Best for Inbound Sales</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/07/Top-HubSpot-Integrations_-Chili-Piper.png" class="kg-image" alt="Top HubSpot Integrations (2026): 15 Best Apps" loading="lazy" width="2000" height="1024" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Top-HubSpot-Integrations_-Chili-Piper.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Top-HubSpot-Integrations_-Chili-Piper.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Top-HubSpot-Integrations_-Chili-Piper.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/07/Top-HubSpot-Integrations_-Chili-Piper.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.chilipiper.com/">Chili Piper</a></figcaption></figure><p><strong>Overview:</strong></p><p>Chili Piper&apos;s core trick is instant booking: the moment someone fills out a form on your site, Chili Piper qualifies them, routes them to the right rep, and lets them book directly on that rep&apos;s calendar without a single email back and forth. Faster speed-to-lead tends to mean higher conversion.</p><p><strong>Best For: </strong>Inbound-heavy sales teams that want to convert form fills into booked meetings the moment a lead is warm.</p><p><strong>Key Features:</strong></p><ul><li><strong>Instant form-to-meeting booking: </strong>Concierge qualifies and books leads the moment they fill out a form.</li><li><strong>Round-robin lead routing and handoff: </strong>Distro and Handoff manage SDR-to-AE routing.</li><li><strong>Smart scheduling links: </strong>ChiliCal logs bookings automatically to the CRM.</li><li><strong>Chat-based visitor qualification:</strong> routes website visitors 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/2026/07/Top-HubSpot-Integrations_-Chili-Piper-Ratings.png" class="kg-image" alt="Top HubSpot Integrations (2026): 15 Best Apps" loading="lazy" width="1966" height="916" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Top-HubSpot-Integrations_-Chili-Piper-Ratings.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Top-HubSpot-Integrations_-Chili-Piper-Ratings.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Top-HubSpot-Integrations_-Chili-Piper-Ratings.png 1600w, https://www.findymail.com/blog/content/images/2026/07/Top-HubSpot-Integrations_-Chili-Piper-Ratings.png 1966w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.chilipiper.com/">Chili Piper</a></figcaption></figure><ul><li><strong><strong><strong>G2: </strong></strong></strong>4.6/5 (736)</li><li><strong><strong><strong>Capterra: </strong></strong></strong>4.4/5 (134)</li></ul><p><strong>Pros:</strong></p><ul><li><strong>Category-defining speed-to-lead improvements</strong>; some customers report 70%+ conversion lift.</li><li><strong>Deep Salesforce and HubSpot routing logic</strong> that&apos;s hard to replicate manually.</li></ul><p><strong>Cons:</strong></p><ul><li><strong>Modular, per-product pricing plus a platform fee compounds quickly</strong> if you need more than one module.</li><li><strong>No free trial</strong>; you&apos;ll need a demo call before you see it in action.</li><li><strong>Teams under roughly 200 monthly inbound leads</strong> may find the platform fee hard to justify relative to volume.</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/2026/07/Top-HubSpot-Integrations_-Chili-Piper-Pricing.png" class="kg-image" alt="Top HubSpot Integrations (2026): 15 Best Apps" loading="lazy" width="2000" height="1097" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Top-HubSpot-Integrations_-Chili-Piper-Pricing.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Top-HubSpot-Integrations_-Chili-Piper-Pricing.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Top-HubSpot-Integrations_-Chili-Piper-Pricing.png 1600w, https://www.findymail.com/blog/content/images/2026/07/Top-HubSpot-Integrations_-Chili-Piper-Pricing.png 2357w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.chilipiper.com/">Chili Piper</a></figcaption></figure><ul><li>Routing &amp; Scheduling starts at $1,250/month, including up to 15 seats ($45/seat/month after that) and 45,000 AI credits per year.</li><li>Experiences, the most popular plan, starts at $3,500/month, including up to 30 seats ($50/seat/month after that) and 150,000 AI credits per year.</li><li>The Chili Data Platform is coming soon; pricing hasn&apos;t been announced.</li></ul><h3 id="9-clay-%E2%80%94-best-for-crm-enrichment"><strong>9. Clay &#x2014; Best for CRM Enrichment</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/07/Top-HubSpot-Integrations_-Clay-LP.png" class="kg-image" alt="Top HubSpot Integrations (2026): 15 Best Apps" loading="lazy" width="2000" height="1073" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Top-HubSpot-Integrations_-Clay-LP.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Top-HubSpot-Integrations_-Clay-LP.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Top-HubSpot-Integrations_-Clay-LP.png 1600w, https://www.findymail.com/blog/content/images/2026/07/Top-HubSpot-Integrations_-Clay-LP.png 2386w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.clay.com/">Clay</a></figcaption></figure><p><strong>Overview:</strong></p><p><a href="https://www.findymail.com/blog/clay-data-enrichment/">Clay</a> is a spreadsheet-style workspace that <a href="https://www.findymail.com/blog/waterfall-enrichment/">queries 100+ data providers in a waterfall</a>, meaning if one source doesn&apos;t have an email or phone number, it automatically tries the next, and the next, until it finds a match or exhausts every option. Pair that with Claygent, its AI research agent, and you get a genuinely flexible enrichment and outbound engine.</p><p><strong>Best For: </strong>RevOps and growth teams who want granular control over exactly which data providers to query and in what order, and are willing to invest time learning the workflow builder.</p><p><strong>Key Features:</strong></p><ul><li><strong>Waterfall enrichment: </strong>queries 100+ data providers in sequence until it finds a match.</li><li><strong>Claygent:</strong> an AI agent that scrapes messy, unstructured pages like career sites and funding announcements.</li><li><strong>HTTP API access:</strong> plug in any provider not natively supported.</li><li><strong>CRM sync:</strong> to HubSpot, Salesforce, and Pipedrive on higher 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/2026/07/Top-HubSpot-Integrations_-Clay-Ratings.png" class="kg-image" alt="Top HubSpot Integrations (2026): 15 Best Apps" loading="lazy" width="2000" height="911" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Top-HubSpot-Integrations_-Clay-Ratings.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Top-HubSpot-Integrations_-Clay-Ratings.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Top-HubSpot-Integrations_-Clay-Ratings.png 1600w, https://www.findymail.com/blog/content/images/2026/07/Top-HubSpot-Integrations_-Clay-Ratings.png 2161w" 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>4.6/5 (226)</li><li><strong><strong><strong>Capterra: </strong></strong></strong>N/A</li></ul><p><strong>Pros:</strong></p><ul><li><strong>Unmatched flexibility</strong> for teams that want to build custom enrichment logic.</li><li><strong>Waterfall approach</strong> meaningfully improves match rates over any single-source tool.</li><li><strong>Strong community and educational content</strong> (Clay University) for onboarding.</li></ul><p><strong>Cons:</strong></p><ul><li><strong>Real learning curve</strong>; many teams report 20+ hours to build their first production-ready workflow.</li><li><strong>Credit-based pricing makes budgeting unpredictable</strong>, and failed lookups can still consume credits depending on configuration.</li><li><strong>CRM sync</strong> requires the higher-priced Growth tier or above.</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/2026/07/Top-HubSpot-Integrations_-Clay-Pricing.png" class="kg-image" alt="Top HubSpot Integrations (2026): 15 Best Apps" loading="lazy" width="2000" height="1073" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Top-HubSpot-Integrations_-Clay-Pricing.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Top-HubSpot-Integrations_-Clay-Pricing.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Top-HubSpot-Integrations_-Clay-Pricing.png 1600w, https://www.findymail.com/blog/content/images/2026/07/Top-HubSpot-Integrations_-Clay-Pricing.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.clay.com/">Clay</a></figcaption></figure><ul><li>Free tier available. Launch runs $167/month, Growth runs $446/month, and Enterprise is custom priced.</li></ul><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Clay finds the data, Datacare keeps it clean once it lands in HubSpot.</strong><br><br>A great enrichment workflow upstream doesn&apos;t help if duplicates and stale records pile up downstream. <strong><a href="https://www.findymail.com/crm-enrichment/">Datacare</a></strong> picks up right where a tool like Clay leaves off, keeping whatever lands in HubSpot deduplicated and current long after the initial import.</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">See how the two fit together &#x2192;</a></div><h3 id="10-shopify-%E2%80%94-best-for-ecommerce"><strong>10. Shopify &#x2014; Best for Ecommerce</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/07/Top-HubSpot-Integrations_-Shopify.png" class="kg-image" alt="Top HubSpot Integrations (2026): 15 Best Apps" loading="lazy" width="2000" height="1067" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Top-HubSpot-Integrations_-Shopify.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Top-HubSpot-Integrations_-Shopify.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Top-HubSpot-Integrations_-Shopify.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/07/Top-HubSpot-Integrations_-Shopify.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.shopify.com/?country=us&amp;lang=en">Shopify</a></figcaption></figure><p><strong>Overview:</strong></p><p>The HubSpot-Shopify integration syncs customers, orders, and product data both directions, so marketing can build segments based on real purchase history and sales can see full order context on a contact record without switching tools.</p><p><strong>Best For: </strong>DTC and ecommerce brands that want their storefront and CRM to share one source of truth on customer behavior.</p><p><strong>Key Features:</strong></p><ul><li><strong>Two-way sync:</strong> customers, orders, and products stay aligned across both platforms.</li><li><strong>Workflow triggers:</strong> abandoned cart and post-purchase automations in HubSpot.</li><li><strong>Revenue attribution: </strong>tied directly to marketing campaigns.</li><li><strong>Segmentation: </strong>based on purchase history and lifetime value.</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/2026/07/Top-HubSpot-Integrations_-Shopify-Ratings.png" class="kg-image" alt="Top HubSpot Integrations (2026): 15 Best Apps" loading="lazy" width="2000" height="1076" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Top-HubSpot-Integrations_-Shopify-Ratings.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Top-HubSpot-Integrations_-Shopify-Ratings.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Top-HubSpot-Integrations_-Shopify-Ratings.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/07/Top-HubSpot-Integrations_-Shopify-Ratings.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.shopify.com/?country=us&amp;lang=en">Shopify</a></figcaption></figure><ul><li><strong><strong><strong>G2: </strong></strong></strong>4.4/5 (5,115)</li><li><strong><strong><strong>Capterra: </strong></strong></strong>4.5/5 (6,698)</li></ul><p><strong>Pros:</strong></p><ul><li><strong>Genuinely easy setup</strong>; most merchants are live within a day.</li><li><strong>Rich app ecosystem</strong> covers nearly any ecommerce need beyond the core platform.</li><li><strong>Strong multichannel selling support</strong> (web, social, in-person via POS).</li></ul><p><strong>Cons:</strong></p><ul><li><strong>Third-party payment gateways incur an added transaction fee</strong> on top of standard processing rates.</li><li><strong>Advanced B2B features</strong> (unlimited catalogs, partial payments) remain exclusive to the Plus tier.</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/2026/07/Top-HubSpot-Integrations_-Shopify-Pricing.png" class="kg-image" alt="Top HubSpot Integrations (2026): 15 Best Apps" loading="lazy" width="2000" height="1120" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Top-HubSpot-Integrations_-Shopify-Pricing.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Top-HubSpot-Integrations_-Shopify-Pricing.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Top-HubSpot-Integrations_-Shopify-Pricing.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/07/Top-HubSpot-Integrations_-Shopify-Pricing.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.shopify.com/?country=us&amp;lang=en">Shopify</a></figcaption></figure><ul><li>Basic runs $25/month, Grow $65/month, Advanced $399/month, and Plus starts at $2,300/month plus a revenue share above a GMV threshold.</li></ul><h3 id="11-typeform-%E2%80%94-best-for-marketing"><strong>11. Typeform &#x2014; Best for Marketing</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/07/Top-HubSpot-Integrations_-Typeform.png" class="kg-image" alt="Top HubSpot Integrations (2026): 15 Best Apps" loading="lazy" width="2000" height="1114" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Top-HubSpot-Integrations_-Typeform.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Top-HubSpot-Integrations_-Typeform.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Top-HubSpot-Integrations_-Typeform.png 1600w, https://www.findymail.com/blog/content/images/2026/07/Top-HubSpot-Integrations_-Typeform.png 2342w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.typeform.com/try/typeform-brand?gclsrc=aw.ds&amp;&amp;tf_campaign=T2-Brand-Core-English-Combined_18008307797&amp;tf_source=google&amp;tf_medium=paid&amp;tf_content=161645355533_798474219727&amp;tf_term=typeform&amp;tf_dv=c&amp;tf_matchtype=e&amp;tf_location=9241464&amp;gad_source=1&amp;gad_campaignid=18008307797&amp;gbraid=0AAAAADLdz01uQUNd_CT9k6PRMTiDXpKpB&amp;gclid=CjwKCAjwvNfSBhBiEiwAyaGMCfp_24RgUmBlx77yz_vGLfRbn68aem9THpDJxr5iVQ0PVJDkc8auaRoCJP8QAvD_BwE">Typeform</a></figcaption></figure><p><strong>Overview:</strong></p><p>Typeform&apos;s one-question-at-a-time format feels more like a conversation than a form, and that design choice measurably improves completion rates for lead capture, NPS surveys, and event registration. Submissions sync straight into HubSpot as new contacts or updates to existing ones.</p><p><strong>Best For: </strong>Marketing teams that want polished, higher-converting forms feeding directly into HubSpot lists and workflows.</p><p><strong>Key Features:</strong></p><ul><li><strong>Conditional logic:</strong> branching questions based on prior answers.</li><li><strong>Native HubSpot integration:</strong> instant contact sync as new or updated records.</li><li><strong>Calculator fields and payments:</strong> Stripe-based payment collection built into forms.</li><li><strong>AI-assisted form building:</strong> generate questions from a CSV or plain-language prompt.</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/2026/07/Top-HubSpot-Integrations_-Typeform-Ratings.png" class="kg-image" alt="Top HubSpot Integrations (2026): 15 Best Apps" loading="lazy" width="1922" height="576" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Top-HubSpot-Integrations_-Typeform-Ratings.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Top-HubSpot-Integrations_-Typeform-Ratings.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Top-HubSpot-Integrations_-Typeform-Ratings.png 1600w, https://www.findymail.com/blog/content/images/2026/07/Top-HubSpot-Integrations_-Typeform-Ratings.png 1922w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.typeform.com/try/typeform-brand?gclsrc=aw.ds&amp;&amp;tf_campaign=T2-Brand-Core-English-Combined_18008307797&amp;tf_source=google&amp;tf_medium=paid&amp;tf_content=161645355533_798474219727&amp;tf_term=typeform&amp;tf_dv=c&amp;tf_matchtype=e&amp;tf_location=9241464&amp;gad_source=1&amp;gad_campaignid=18008307797&amp;gbraid=0AAAAADLdz01uQUNd_CT9k6PRMTiDXpKpB&amp;gclid=CjwKCAjwvNfSBhBiEiwAyaGMCfp_24RgUmBlx77yz_vGLfRbn68aem9THpDJxr5iVQ0PVJDkc8auaRoCJP8QAvD_BwE">Typeform</a></figcaption></figure><ul><li><strong><strong><strong>G2: </strong></strong></strong>4.5/5 (1,003)</li><li><strong><strong><strong>Capterra: </strong></strong></strong>4.5/5 (971)</li></ul><p><strong>Pros:</strong></p><ul><li><strong>Genuinely improves completion rates</strong> versus a standard static form.</li><li><strong>Clean, on-brand design</strong> out of the box.</li><li><strong>AI assistant</strong> speeds up building longer surveys.</li></ul><p><strong>Cons:</strong></p><ul><li><strong>Response caps on lower tiers</strong> get exhausted fast for any real lead-gen volume.</li><li><strong>Bot protection (reCAPTCHA) is locked</strong> behind the pricier Growth plans, a real gap for anyone running paid ads.</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/2026/07/Top-HubSpot-Integrations_-Typeform-Pricing.png" class="kg-image" alt="Top HubSpot Integrations (2026): 15 Best Apps" loading="lazy" width="2000" height="1068" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Top-HubSpot-Integrations_-Typeform-Pricing.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Top-HubSpot-Integrations_-Typeform-Pricing.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Top-HubSpot-Integrations_-Typeform-Pricing.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/07/Top-HubSpot-Integrations_-Typeform-Pricing.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.typeform.com/try/typeform-brand?gclsrc=aw.ds&amp;&amp;tf_campaign=T2-Brand-Core-English-Combined_18008307797&amp;tf_source=google&amp;tf_medium=paid&amp;tf_content=161645355533_798474219727&amp;tf_term=typeform&amp;tf_dv=c&amp;tf_matchtype=e&amp;tf_location=9241464&amp;gad_source=1&amp;gad_campaignid=18008307797&amp;gbraid=0AAAAADLdz01uQUNd_CT9k6PRMTiDXpKpB&amp;gclid=CjwKCAjwvNfSBhBiEiwAyaGMCfp_24RgUmBlx77yz_vGLfRbn68aem9THpDJxr5iVQ0PVJDkc8auaRoCJP8QAvD_BwE">Typeform</a></figcaption></figure><ul><li>Basic runs $39/month, Plus $79/month, and Business $129/month. Enterprise is custom priced.</li></ul><h3 id="12-asana-%E2%80%94-best-for-cross-functional-teams"><strong>12. Asana &#x2014; Best for Cross-Functional Teams</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/07/Top-HubSpot-Integrations_-Asana.png" class="kg-image" alt="Top HubSpot Integrations (2026): 15 Best Apps" loading="lazy" width="2000" height="1083" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Top-HubSpot-Integrations_-Asana.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Top-HubSpot-Integrations_-Asana.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Top-HubSpot-Integrations_-Asana.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/07/Top-HubSpot-Integrations_-Asana.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://asana.com/">Asana</a></figcaption></figure><p><strong>Overview:</strong></p><p>Asana connects HubSpot deals to the operational work that happens after a deal closes, letting sales and delivery teams see the same timeline without exporting a task list into a separate tool nobody checks.</p><p><strong>Best For: </strong>Cross-functional teams that need visibility into work spanning multiple departments, from post-sale onboarding to marketing campaign execution.</p><p><strong>Key Features:</strong></p><ul><li><strong>Timeline and Gantt views:</strong> for cross-team project planning.</li><li><strong>Workflow Builder:</strong> automates repetitive task assignment.</li><li><strong>Portfolio and Goals tracking:</strong> available on the Advanced tier.</li><li><strong>AI Studio: </strong>automates status updates and task creation.</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/2026/07/Top-HubSpot-Integrations_-Asana-Ratings.png" class="kg-image" alt="Top HubSpot Integrations (2026): 15 Best Apps" loading="lazy" width="1985" height="407" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Top-HubSpot-Integrations_-Asana-Ratings.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Top-HubSpot-Integrations_-Asana-Ratings.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Top-HubSpot-Integrations_-Asana-Ratings.png 1600w, https://www.findymail.com/blog/content/images/2026/07/Top-HubSpot-Integrations_-Asana-Ratings.png 1985w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://asana.com/">Asana</a></figcaption></figure><ul><li><strong><strong><strong>G2: </strong></strong></strong>4.5/5 (1,003)</li><li><strong><strong><strong>Capterra: </strong></strong></strong>4.5/5 (971)</li></ul><p><strong>Pros:</strong></p><ul><li><strong>Genuinely strong free tier</strong>, widely considered one of the best in project management.</li><li><strong>Intuitive interface with a shallow learning curve </strong>for basic use.</li><li><strong>Solid HubSpot integration</strong> for connecting deals to delivery work.</li></ul><p><strong>Cons:</strong></p><ul><li><strong>Per-seat pricing sits above several competitors</strong> at comparable tiers.</li><li><strong>Seats are sold in blocks rather than individually past a certain team size</strong>, which can force overpaying.</li><li>Goals and portfolio-level reporting <strong>require the pricier Advanced tier</strong>.</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/2026/07/Top-HubSpot-Integrations_-Asana-Pricing.png" class="kg-image" alt="Top HubSpot Integrations (2026): 15 Best Apps" loading="lazy" width="2000" height="1027" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Top-HubSpot-Integrations_-Asana-Pricing.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Top-HubSpot-Integrations_-Asana-Pricing.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Top-HubSpot-Integrations_-Asana-Pricing.png 1600w, https://www.findymail.com/blog/content/images/2026/07/Top-HubSpot-Integrations_-Asana-Pricing.png 2254w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://asana.com/">Asana</a></figcaption></figure><ul><li>Personal is free for up to 2 users. Starter runs $13.49/user/month, Advanced $30.49/user/month. Enterprise is custom priced.</li></ul><h3 id="13-quickbooks-%E2%80%94-best-for-finance"><strong>13. QuickBooks &#x2014; Best for Finance</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/07/Top-HubSpot-Integrations_-QuickBooks.png" class="kg-image" alt="Top HubSpot Integrations (2026): 15 Best Apps" loading="lazy" width="2000" height="1042" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Top-HubSpot-Integrations_-QuickBooks.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Top-HubSpot-Integrations_-QuickBooks.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Top-HubSpot-Integrations_-QuickBooks.png 1600w, https://www.findymail.com/blog/content/images/2026/07/Top-HubSpot-Integrations_-QuickBooks.png 2338w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://quickbooks.intuit.com/global/">Quickbooks</a></figcaption></figure><p><strong>Overview:</strong></p><p>Connecting QuickBooks to HubSpot means a closed-won deal can trigger an invoice automatically, and payment status flows back into the CRM so sales and finance are looking at the same numbers instead of reconciling spreadsheets at month end.</p><p><strong>Best For: </strong>Small and mid-sized businesses that want invoicing, payments, and revenue reporting tied directly to CRM deal data.</p><p><strong>Key Features:</strong></p><ul><li><strong>Automatic invoice creation:</strong> triggered from closed HubSpot deals.</li><li><strong>Payment status sync: </strong>flows both ways back to CRM records.</li><li><strong>Custom financial reporting:</strong> dashboards built for revenue visibility.</li><li><strong>Batch invoicing:</strong> available on higher tiers.</li></ul><p><strong>Ratings:</strong></p><ul><li><strong><strong><strong>G2: </strong></strong></strong>4/5 (3,852)</li><li><strong><strong><strong>Capterra: </strong></strong></strong>4.3/5 (8,477)</li></ul><p><strong>Pros:</strong></p><ul><li><strong>Deep accounting feature set</strong> that scales from solo freelancers to mid-market finance teams.</li><li><strong>Wide third-party app ecosystem</strong> beyond HubSpot.</li><li><strong>Familiar to most accountants and bookkeepers</strong>, which simplifies handoffs.</li></ul><p><strong>Cons:</strong></p><ul><li><strong>Frequent price increases</strong> are a common complaint across reviews.</li><li><strong>Multi-user access on lower tiers is limited</strong>; Advanced is needed for anything beyond a handful of seats.</li><li>Add-ons like Payroll and Live Bookkeeping <strong>cost extra on top of the base subscription</strong>.</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/2026/07/Top-HubSpot-Integrations_-QuickBooks-Pricing.png" class="kg-image" alt="Top HubSpot Integrations (2026): 15 Best Apps" loading="lazy" width="2000" height="1017" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Top-HubSpot-Integrations_-QuickBooks-Pricing.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Top-HubSpot-Integrations_-QuickBooks-Pricing.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Top-HubSpot-Integrations_-QuickBooks-Pricing.png 1600w, https://www.findymail.com/blog/content/images/2026/07/Top-HubSpot-Integrations_-QuickBooks-Pricing.png 2382w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://quickbooks.intuit.com/global/">Quickbooks</a></figcaption></figure><ul><li>Four tiers ranging from roughly $38 to $275/month depending on features and user count.</li></ul><h3 id="14-zoom-%E2%80%94-best-for-sales-demos"><strong>14. Zoom &#x2014; Best for Sales Demos</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/07/Top-HubSpot-Integrations_-Zoom.png" class="kg-image" alt="Top HubSpot Integrations (2026): 15 Best Apps" loading="lazy" width="2000" height="1039" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Top-HubSpot-Integrations_-Zoom.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Top-HubSpot-Integrations_-Zoom.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Top-HubSpot-Integrations_-Zoom.png 1600w, https://www.findymail.com/blog/content/images/2026/07/Top-HubSpot-Integrations_-Zoom.png 2377w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.zoom.com/">Zoom</a></figcaption></figure><p><strong>Overview:</strong></p><p>The HubSpot-Zoom integration logs meetings automatically to the contact and deal timeline, including recordings and AI-generated summaries, so nobody has to manually note that a demo happened or chase down what was discussed.</p><p><strong>Best For: </strong>Sales teams running frequent demos and discovery calls who want meeting activity logged automatically against HubSpot deals.</p><p><strong>Key Features:</strong></p><ul><li><strong>Automatic meeting scheduling and logging:</strong> from HubSpot directly.</li><li><strong>Cloud recording:</strong> with AI-generated summaries and action items.</li><li><strong>Zoom Webinars:</strong> for larger-scale marketing events.</li><li><strong>Meeting analytics:</strong> tied back to deal outcomes.</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/2026/07/Top-HubSpot-Integrations_-Zoom-Ratings.png" class="kg-image" alt="Top HubSpot Integrations (2026): 15 Best Apps" loading="lazy" width="2000" height="823" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Top-HubSpot-Integrations_-Zoom-Ratings.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Top-HubSpot-Integrations_-Zoom-Ratings.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Top-HubSpot-Integrations_-Zoom-Ratings.png 1600w, https://www.findymail.com/blog/content/images/2026/07/Top-HubSpot-Integrations_-Zoom-Ratings.png 2233w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.zoom.com/">Zoom</a></figcaption></figure><ul><li><strong><strong><strong>G2: </strong></strong></strong>4.5/5 (56,483)</li><li><strong><strong><strong>Capterra: </strong></strong></strong>4.6/5 (14,624)</li></ul><p><strong>Pros:</strong></p><ul><li><strong>Reliable call quality and a familiar interface</strong> most prospects already know.</li><li><strong>Generous free tier</strong> for occasional use or evaluation.</li><li><strong>AI Companion meeting summaries</strong> save real time on manual note-taking.</li></ul><p><strong>Cons:</strong></p><ul><li><strong>Free plan caps group meetings at 40 minutes</strong>, which pushes most business use to a paid tier quickly.</li><li><strong>Renewal pricing and auto-renewal terms</strong> are a recurring complaint in reviews.</li><li>Add-ons like Zoom Phone and Zoom Webinars are <strong>priced and billed separately from Workplace</strong>.</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/2026/07/Top-HubSpot-Integrations_-Zoom-Pricing.png" class="kg-image" alt="Top HubSpot Integrations (2026): 15 Best Apps" loading="lazy" width="2000" height="1037" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Top-HubSpot-Integrations_-Zoom-Pricing.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Top-HubSpot-Integrations_-Zoom-Pricing.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Top-HubSpot-Integrations_-Zoom-Pricing.png 1600w, https://www.findymail.com/blog/content/images/2026/07/Top-HubSpot-Integrations_-Zoom-Pricing.png 2362w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.zoom.com/">Zoom</a></figcaption></figure><ul><li>Free Basic plan. Pro runs $16.99/user/month, Business $21.99/user/month, Business, and Enterprise is custom priced.</li></ul><h3 id="15-surfe-%E2%80%94-best-for-linkedin-crm-sync"><strong>15. Surfe &#x2014; Best for LinkedIn CRM Sync</strong></h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/07/Top-HubSpot-Integrations_-Surfe.png" class="kg-image" alt="Top HubSpot Integrations (2026): 15 Best Apps" loading="lazy" width="2000" height="1052" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Top-HubSpot-Integrations_-Surfe.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Top-HubSpot-Integrations_-Surfe.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Top-HubSpot-Integrations_-Surfe.png 1600w, https://www.findymail.com/blog/content/images/2026/07/Top-HubSpot-Integrations_-Surfe.png 2307w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.surfe.com/">Surfe</a></figcaption></figure><p><strong>Overview:</strong></p><p>Surfe is a Chrome extension that overlays directly on LinkedIn profiles and Sales Navigator search results, letting reps add a contact to HubSpot, enrich their email or phone number, and log a LinkedIn message thread to the CRM record without ever switching tabs.</p><p><strong>Best For: </strong>SDRs whose day-to-day prospecting genuinely happens on LinkedIn and who want that activity reflected in HubSpot without manual copy-paste.</p><p><strong>Key Features:</strong></p><ul><li><strong>One-click &quot;Add to CRM&quot;:</strong> from any LinkedIn profile or Sales Navigator result.</li><li><strong>Waterfall enrichment: </strong>across 15+ data providers for emails and phone numbers.</li><li><strong>LinkedIn message sync: </strong>conversation threads log automatically to CRM contact records.</li><li><strong>Job change alerts and lookalike search: </strong>available on the Pro tier.</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/2026/07/Top-HubSpot-Integrations_-Surfe-Ratings.png" class="kg-image" alt="Top HubSpot Integrations (2026): 15 Best Apps" loading="lazy" width="1846" height="326" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Top-HubSpot-Integrations_-Surfe-Ratings.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Top-HubSpot-Integrations_-Surfe-Ratings.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Top-HubSpot-Integrations_-Surfe-Ratings.png 1600w, https://www.findymail.com/blog/content/images/2026/07/Top-HubSpot-Integrations_-Surfe-Ratings.png 1846w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.surfe.com/">Surfe</a></figcaption></figure><ul><li><strong><strong><strong>G2: </strong></strong></strong>4.6/5 (465)</li><li><strong><strong><strong>Capterra: </strong></strong></strong>5/5 (2)</li></ul><p><strong>Pros:</strong></p><ul><li><strong>Genuinely eliminates the manual copy-paste</strong> between LinkedIn and HubSpot that eats hours every week.</li><li><strong>Strong CRM overlay</strong> shows at a glance whether a LinkedIn contact already exists in HubSpot.</li><li><strong>Reviewers consistently report meaningful time savings</strong>, often 15 to 30 hours a month.</li></ul><p><strong>Cons:</strong></p><ul><li><strong>Credit allocations are annual rather than monthly on paid tiers</strong>, which front-loads usage risk for uneven prospecting cycles.</li><li><strong>Value is concentrated on LinkedIn</strong>; teams sourcing leads from other channels get less out of it.</li><li><strong>Per-user pricing gets expensive for larger teams</strong> compared to shared-pool enrichment tools.</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/2026/07/Top-HubSpot-Integrations_-Surfe-Pricing.png" class="kg-image" alt="Top HubSpot Integrations (2026): 15 Best Apps" loading="lazy" width="2000" height="1026" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Top-HubSpot-Integrations_-Surfe-Pricing.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Top-HubSpot-Integrations_-Surfe-Pricing.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Top-HubSpot-Integrations_-Surfe-Pricing.png 1600w, https://www.findymail.com/blog/content/images/2026/07/Top-HubSpot-Integrations_-Surfe-Pricing.png 2260w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.surfe.com/">Surfe</a></figcaption></figure><ul><li>Free plan available. Essential runs $49/user/month, Pro $89/user/month, both with up to 25% savings on annual billing.</li></ul><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Surfe sources the contact, Datacare keeps it clean once it lands.</strong><br><br>Adding a lead to HubSpot straight from LinkedIn is only half the job. Without ongoing upkeep, that record still goes stale, duplicates, or sits with half-empty fields six months later. <strong><a href="https://www.findymail.com/crm-enrichment/">Datacare</a></strong> picks up where Surfe leaves off, keeping everything it pulls in enriched and deduplicated for as long as it&apos;s 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">See how the two fit together &#x2192;</a></div><h2 id="final-thoughts"><strong>Final Thoughts</strong></h2><p><strong>The tools on this list solve real, specific problems:</strong> prospecting, scheduling, calling, automating, closing. But every one of them ultimately writes to the same place, your HubSpot CRM. If that CRM is full of duplicates, stale titles, and missing fields, even the best-chosen stack is running on <a href="https://www.findymail.com/blog/the-cost-of-bad-crm-data/">bad data</a>.</p><p>That&apos;s the gap Datacare exists to close. Building the right HubSpot stack starts with a foundation you can trust, which is why CRM data health isn&apos;t just another integration on this list. It&apos;s the one that makes every other integration actually work.</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Ready to see what&apos;s actually sitting in your CRM?</strong><br><br>Book a free, no-obligation health check and we&apos;ll show you your data completeness, decay rate, and duplicate rate before you spend a dollar.</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">Get your free CRM health check &#x2192;</a></div><h2 id="faq-%E2%80%93-top-hubspot-integrations"><strong>FAQ &#x2013; Top Hubspot Integrations</strong></h2><p><strong>What are the best HubSpot integrations?</strong> The right integrations depend on your bottleneck, but the tools that come up most often across sales, marketing, and RevOps teams are Findymail CRM Datacare for data health, LinkedIn Sales Navigator for prospecting, Zapier for automation, Gong for revenue intelligence, and Chili Piper for inbound scheduling.</p><p><strong>How many integrations does HubSpot support?</strong> HubSpot&apos;s App Marketplace lists well over a thousand integrations spanning sales, marketing, service, finance, and operations, in addition to native connections HubSpot builds and maintains itself.</p><p><strong>Are HubSpot integrations free?</strong> Some are. HubSpot&apos;s native integrations are generally free to connect, though the third-party tool itself usually requires its own paid plan once you go beyond a free tier or trial.</p><p><strong>Does HubSpot have an App Marketplace?</strong> Yes. The HubSpot App Marketplace lets you browse, filter, and install integrations directly from within your HubSpot account, with reviews and ratings for each listing.</p><p><strong>Which HubSpot integration is best for CRM data quality?</strong> Findymail CRM Datacare is built specifically for this. Instead of a one-time cleanup, it runs continuously, enriching new records, merging duplicates, and tracking job changes as they happen.</p><p><strong>What&apos;s the best HubSpot integration for sales teams?</strong> It depends on the gap you&apos;re filling. LinkedIn Sales Navigator for prospecting, Aircall for calling, StoryDoc for proposals, and Chili Piper for inbound scheduling each solve a different piece of the sales workflow.</p><p><strong>Can HubSpot integrate with LinkedIn?</strong> Yes, though not directly from HubSpot to LinkedIn itself. Tools like LinkedIn Sales Navigator (via Advanced Plus) and Surfe bridge LinkedIn activity into HubSpot contact and company records.</p><p><strong>Which HubSpot integrations are best for marketing?</strong> Typeform for lead capture forms, Zapier for connecting marketing tools without code, and Slack for surfacing campaign and lead activity to the wider team.</p><p><strong>Do HubSpot integrations require Operations Hub?</strong> No. Most integrations on this list work with any HubSpot tier. Operations Hub adds more advanced data sync and programmable automation options, but it isn&apos;t a prerequisite for connecting the tools above.</p><p><strong>How do I install a HubSpot integration?</strong> Most integrations install directly from the HubSpot App Marketplace with a few clicks and an OAuth authorization. Enterprise-grade tools like Gong or Datacare typically involve a short onboarding or configuration call to map fields and set safety controls before going live.</p>]]></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, 03 Aug 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>Demandbase </strong>&#x2014; Best for account-based marketing with AI-powered predictive analytics.<br>4. <strong>Clearbit </strong>&#x2014; Best for real-time data enrichment and seamless CRM integration.<br>5. <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. When executing large-scale scans across thousands of unverified corporate landing pages, engineering teams source robust IP pools from the <a href="https://oxylabs.io/blog/best-proxy-providers">best proxy providers</a> to keep workflows uninterrupted.</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. Reps who add <a href="https://www.ringover.co.uk/text-messaging">SMS messaging</a> to their outreach mix alongside email and calls tend to see faster responses, because texts get read within minutes, rather than sitting in an inbox. </p><p>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="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 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>Mon, 03 Aug 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). It&apos;s also worth being cautious about the links you include in your outreach, running them through a <a href="https://www.bitdefender.com/en-us/consumer/link-checker">free URL checker</a> before sending helps ensure none of your links are flagged as malicious, which can tank deliverability before your campaign even gets off the ground.</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[The 7 Best Email Finder Tools in 2026: Ranked & Reviewed]]></title><description><![CDATA[1 in 5 emails never reach the inbox. We ranked and reviewed the 7 best email finder tools in 2026 to help your team actually land the send.]]></description><link>https://www.findymail.com/blog/best-email-finder-tools/</link><guid isPermaLink="false">69ce24d02fad8c5379bf75d8</guid><category><![CDATA[Sales]]></category><category><![CDATA[Cold Email]]></category><dc:creator><![CDATA[Valentin]]></dc:creator><pubDate>Thu, 30 Jul 2026 06:00:00 GMT</pubDate><media:content url="https://www.findymail.com/blog/content/images/2026/07/The-7-Best-Email-Finder-Tools-in-2026_-Ranked---Reviewed.png" medium="image"/><content:encoded><![CDATA[<img src="https://www.findymail.com/blog/content/images/2026/07/The-7-Best-Email-Finder-Tools-in-2026_-Ranked---Reviewed.png" alt="The 7 Best Email Finder Tools in 2026: Ranked &amp; Reviewed"><p>You&apos;ve crafted the <a href="https://www.findymail.com/blog/cold-email-marketing/">perfect cold email</a>, only for it to vanish into the void. The frustrating part? It&apos;s rarely about your copy. Getting into the right inbox is an uphill battle, and it&apos;s only getting harder. With over 160 billion spam emails sent daily, nearly <a href="https://martal.ca/b2b-cold-email-statistics-lb/#heading-6:~:text=Only%201%25%20to%205%25%20of%20cold%20emails%20generate%20any%20response%20from%20recipients.">1 in 5 legitimate emails</a> get diverted to spam before anyone sees them.</p><p><strong>Every contact in your list needs to be right</strong>. A bad email address doesn&apos;t just waste a send; it damages your sender reputation and tanks deliverability across your whole list.</p><p>That&apos;s why verified, accurate emails are no longer optional. We ranked and reviewed <strong>7 of the best email finder tools in 2026</strong> on accuracy, data sources, integrations, pricing, and compliance, so you can find the one that actually gets you to the inbox.</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Spoiler alert: not all email finders are built the same!</strong><br><br><a href="https://www.findymail.com/">Findymail</a> catches what others miss, including catch-all domains, so you only ever send to valid, deliverable addresses. <br><br><strong>Start today with</strong> <strong>10 free credits</strong>.</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 started with Findymail here! </a></div><div class="kg-card kg-callout-card kg-callout-card-white"><div class="kg-callout-text"><strong>TL;DR &#x2013; Best Email Finder Tools in 2026</strong><br><br><strong>What Is an Email Finder Tool?</strong> An email finder tool locates and verifies professional email addresses using inputs like a person&apos;s name, company, or domain. The best tools verify in real time at the moment of request, rather than pulling from static databases scraped weeks or months ago, so you know every address is deliverable before you hit send.<br><br><strong>How the Best Email Finders Work:</strong><br>1. <strong>Real-Time Verification:</strong> Checks syntax, DNS records, SMTP server response, catch-all detection, and disposable email filtering at the moment of request, rather than relying on pre-scraped data.<br>2. <strong>Domain and Bulk Search:</strong> Find all verified emails associated with a company domain, or upload lists at scale and get clean, verified results back without manual processing.<br>3. <strong>Data Enrichment:</strong> The strongest tools append additional contact and firmographic data alongside the email, including job title, seniority, company size, and tech stack, reducing the need for separate enrichment tools.<br><br><strong>Top Email Finder Tools at a Glance:</strong><br>1. Findymail<br>2. Clearout<br>3. Datagma<br>4. Wiza<br>5. RocketReach<br>6. GetProspect<br>7. KittAI</div></div><h2 id="how-we-evaluated-the-best-email-finding-tools"><strong>How We Evaluated the Best Email Finding Tools</strong></h2><p>Not all email finders are created equal, and the difference between a good one and a great one often comes down to what happens after you hit search. Here&apos;s what we looked at:</p><h3 id="accuracy-verification-rate"><strong>Accuracy &amp; Verification Rate</strong></h3><p>An <a href="https://www.findymail.com/blog/how-to-find-an-email-address/">email address</a> is only useful if it actually reaches someone. We prioritized tools that <a href="https://www.findymail.com/blog/best-email-verifier-tools/">verify in real time</a> and keep bounce rates low, since a high bounce rate doesn&apos;t just waste sends; it damages your sender reputation and can get your domain flagged.</p><h3 id="data-coverage"><strong>Data Coverage</strong></h3><p>A tool is only as good as the contacts it can actually find. We looked at the size of each <a href="https://www.findymail.com/blog/best-b2b-contact-databases/">provider&apos;s database</a>, how broad their geographic and industry coverage is, and how often their data is refreshed, so you&apos;re not hitting dead ends before you even start prospecting.</p><h3 id="data-sources"><strong>Data Sources</strong></h3><p>There&apos;s a meaningful difference between tools that crawl the web in real time and those pulling from a static database. Fresh data means fewer bounces and more accurate results, especially in fast-moving industries.</p><h3 id="integrations"><strong>Integrations</strong></h3><p>The best email finder is one that fits into your existing workflow. We assessed compatibility with <a href="https://www.findymail.com/blog/evaluate-crm/">major CRMs</a>, LinkedIn, <a href="https://chromewebstore.google.com/detail/findymail-email-phone-fin/ichmnigkjinmjedillldopaolidofben">Chrome extensions</a>, and API access for teams that need to build custom pipelines.</p><h3 id="pricing-credits-model"><strong>Pricing &amp; Credits Model</strong></h3><p>Some tools charge per email found, others run on monthly subscriptions. We broke down what you actually get for your money, including free tier limits and how far paid plans stretch for different team sizes.</p><h3 id="compliance"><strong>Compliance</strong></h3><p>Sending to contacts in the EU or California comes with legal obligations. We checked each tool&apos;s stance on GDPR, CAN-SPAM, and CCPA so you&apos;re not taking on unnecessary risk.</p><h3 id="ease-of-use-ui"><strong>Ease Of Use &amp; UI</strong></h3><p>A powerful tool that&apos;s painful to use won&apos;t last long on your stack. We factored in UI clarity, onboarding friction, and how quickly a new user can get results.</p><h3 id="bulk-domain-search"><strong>Bulk &amp; Domain Search</strong></h3><p>For teams prospecting at scale, the ability to search entire domains or upload lists in bulk is non-negotiable. We tested how each tool handles volume without sacrificing accuracy.</p><h2 id="the-7-best-email-finder-tools-reviewed"><strong>The 7 Best Email Finder Tools, Reviewed</strong></h2><p>We put the most talked-about email finder tools through their paces, evaluating each one on accuracy, data sourcing, features, pricing, and real-world usability. Here&#x2019;s how they stack up:</p><h3 id="1-findymail"><strong>#1 Findymail</strong></h3><figure class="kg-card kg-image-card"><img src="https://www.findymail.com/blog/content/images/2026/04/Findymail-LP.png" class="kg-image" alt="The 7 Best Email Finder Tools in 2026: Ranked &amp; Reviewed" loading="lazy" width="2000" height="1040" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/04/Findymail-LP.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/04/Findymail-LP.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/04/Findymail-LP.png 1600w, https://www.findymail.com/blog/content/images/2026/04/Findymail-LP.png 2205w" sizes="(min-width: 720px) 720px"></figure><p><strong>Overview:</strong></p><p><a href="https://www.findymail.com/">Findymail</a> is a <strong>real-time email finder and verification tool</strong> built for <a href="https://www.findymail.com/blog/b2b-prospecting-methods/">B2B sales</a> and marketing teams who can&apos;t afford to waste sends on bad data. Unlike tools that recycle static databases, Findymail crawls and verifies every address on the spot, so what you get is what actually delivers.</p><p><strong>Key features:</strong></p><ul><li><strong>Bulk Email Verification: </strong>Upload existing lists and verify them in seconds with a guaranteed bounce rate of 5% or less.</li><li><strong><a href="https://www.findymail.com/email-finder/">Email Finder</a>: </strong>Findymail finds and verifies emails in real time at the moment you request it.</li><li><strong><strong><strong><a href="https://www.findymail.com/phone-finder/">Phone Finder</a>: </strong></strong></strong>Get up-to-date mobile numbers from social profiles, right when you need them.</li><li><strong><a href="https://www.findymail.com/email-verifier/">Catch-All Email Verification</a>: </strong>Every email is run through syntax validation, DNS records, SMTP server verification, <a href="https://www.findymail.com/blog/what-are-catch-all-emails/">catch-all detection</a>, and disposable email screening. Only deliverable, valid addresses make it through.</li><li><strong><a href="https://www.findymail.com/ai-b2b-lead-finder/">Intellimatch</a>: </strong>Describe your ideal customer in plain English and get a verified list of high-fit companies back in seconds, with the option to include verified B2B contact data for every lead.</li><li><strong><a href="https://www.findymail.com/gdpr/">Security Compliance</a>:</strong> SOC 2 and GDPR compliant.</li></ul><p><strong>Accuracy &amp; Data Quality:</strong></p><p>Most tools pull from databases scraped weeks or months ago and make you verify separately. Findymail does it differently, verifying every address in real time using multiple checks before it ever reaches you:</p><ul><li><strong>Syntax validation:</strong> Confirms the address is correctly formatted.</li><li><strong>DNS records:</strong> Checks the domain is active and configured to receive emails.</li><li><strong>SMTP server verification:</strong> Confirms the mail server exists and is responsive.</li><li><strong>Catch-all verification:</strong> Goes beyond the &quot;risky&quot; flag other tools hide behind.</li><li><strong>Disposable email detection:</strong> Filters out temporary addresses automatically.</li></ul><p>We only return deliverable, valid email addresses, with a guaranteed bounce rate under 5%.</p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/04/Clay-Benchmark.png" class="kg-image" alt="The 7 Best Email Finder Tools in 2026: Ranked &amp; Reviewed" loading="lazy" width="2000" height="1032" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/04/Clay-Benchmark.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/04/Clay-Benchmark.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/04/Clay-Benchmark.png 1600w, https://www.findymail.com/blog/content/images/2026/04/Clay-Benchmark.png 2133w" sizes="(min-width: 720px) 720px"><figcaption>Best work email provider by region benchmark by Clay (October 22, 2025)</figcaption></figure><p>Don&apos;t just take our word for it. In Clay&apos;s independent 2025 provider benchmark, Findymail took the top spot in two categories: <a href="https://www.clay.com/data-tests/best-non-catchall-email-verifiers-2025">Best Non Catch-all Email Verifiers 2025</a> and <a href="https://www.clay.com/data-tests/best-work-email-provider-by-region-2025">Best work email finder by region 2025</a>, scoring 98.15% for data quality and a perfect 100% for data coverage across all providers tested.</p><p><strong>Ratings:</strong></p><figure class="kg-card kg-image-card"><img src="https://www.findymail.com/blog/content/images/2026/04/Findymail-Ratings--1-.png" class="kg-image" alt="The 7 Best Email Finder Tools in 2026: Ranked &amp; Reviewed" loading="lazy" width="1468" height="246" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/04/Findymail-Ratings--1-.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/04/Findymail-Ratings--1-.png 1000w, https://www.findymail.com/blog/content/images/2026/04/Findymail-Ratings--1-.png 1468w" sizes="(min-width: 720px) 720px"></figure><ul><li><strong>G2:</strong> 4.9/5 (56)</li><li><strong>Capterra:</strong> 4.9/5 (7)</li></ul><p><strong>Pros:</strong></p><ul><li><strong>Industry-leading verification accuracy</strong> backed by a sub-5% bounce rate guarantee and a refund policy to match.</li><li><strong>Proprietary catch-all detection</strong> that goes beyond the &quot;risky&quot; flag most competitors hide behind, returning a definitive deliverable verdict instead.</li><li><strong>Clean, fast UI with minimal onboarding friction</strong>, new users get to results without a steep learning curve.</li></ul><p><strong>Cons:</strong></p><ul><li><strong>No native sequencing or outreach features</strong>, so it works best paired with a dedicated sending tool.</li></ul><p><strong>Pricing:</strong></p><figure class="kg-card kg-image-card"><img src="https://www.findymail.com/blog/content/images/2026/04/Findymail-Pricing.png" class="kg-image" alt="The 7 Best Email Finder Tools in 2026: Ranked &amp; Reviewed" loading="lazy" width="2000" height="979" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/04/Findymail-Pricing.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/04/Findymail-Pricing.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/04/Findymail-Pricing.png 1600w, https://www.findymail.com/blog/content/images/2026/04/Findymail-Pricing.png 2126w" sizes="(min-width: 720px) 720px"></figure><ul><li><strong><strong><strong>Basic: </strong></strong></strong>$49/mo &#x2013; 1,000 x Finder Credits + 1,000 x Verifier Credits/mo</li><li><strong><strong><strong>Starter: </strong></strong></strong>$99/mo &#x2013; 5,000 x Finder Credits + 5,000 x Verifier Credits/mo</li><li><strong><strong><strong>Business: </strong></strong></strong>$249/mo &#x2013; 15,000 x Finder Credits + 15,000 x Verifier Credits/mo</li><li><strong><strong><strong>Business Plus: </strong></strong></strong>$399/mo &#x2013; 30,000 x Finder Credits + 30,000 x Verifier Credits/mo</li><li><strong><strong><strong>Scale 50K: </strong></strong></strong>$549/mo &#x2013; 50,000 x Finder Credits + 50,000 x Verifier Credits/mo</li><li><strong><strong><strong>Scale 100K: </strong></strong></strong>$849/mo &#x2013; 100,000 x Finder Credits + 100,000 x Verifier Credits/mo</li><li><strong><strong><strong>Enterprise: </strong></strong></strong>Custom &#x2013; Custom Finder Credits + Custom Verifier Credits/mo</li></ul><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>The most accurate emails in your inbox start at $49/mo!</strong><br><br>Every plan includes both finder and verifier credits, real-time verification, and our sub-5% bounce guarantee. No separate tool needed, no hidden costs.</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 for free!</a></div><h3 id="2-clearout"><strong>#2 </strong>Clearout</h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/07/Clearout-Email-Finder.png" class="kg-image" alt="The 7 Best Email Finder Tools in 2026: Ranked &amp; Reviewed" loading="lazy" width="2000" height="1066" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Clearout-Email-Finder.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Clearout-Email-Finder.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Clearout-Email-Finder.png 1600w, https://www.findymail.com/blog/content/images/2026/07/Clearout-Email-Finder.png 2297w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://clearout.io/">Clearout</a></figcaption></figure><p><strong>Overview:</strong></p><p>Clearout is a well-trusted AI-powered Email Finder used by 80,000+ businesses worldwide. It helps GTM, sales, and recruiting teams find pre-verified B2B email addresses with 99.73% verification accuracy.</p><p>From searching emails by a prospect&apos;s name and company to LinkedIn chrome extension for prospecting, email verification, and contact enrichment, Clearout brings the entire prospecting workflow into one platform. Clearout combines AI-powered email discovery with built-in verification to improve deliverability and data quality.</p><p><strong>Key Features:</strong></p><ul><li><strong>Email Finder:</strong> Find pre-verified email addresses instantly or in bulk using just a prospect&apos;s full name and company domain. Every result is pre-validated in real time through strict domain checks and 20+ verification checks, so you get accurate and ready-to-send contacts.</li><li><strong>Autocomplete API:</strong> The free Autocomplete API instantly finds the correct website domain with company logo for any company name, even from ambiguous inputs, so you can confirm the real domain before running your email search.</li><li><strong>LinkedIn Email Finder:</strong> Chrome Extension for LinkedIn and Sales Navigator to find pre-verified email addresses and phone numbers directly from prospect profiles, company profiles, connections list and search results.</li><li><strong>In-App Prospecting:</strong> Build targeted prospect lists using 15+ filters, including job title, industry, location, company size, revenue, and technology stack.</li><li><strong><strong>Reverse Lookup:</strong> </strong>Retrieve complete contact profiles using a LinkedIn URL or email address.</li><li><strong><strong>Data Enrichment: </strong></strong>Enrich your existing prospects records with up-to-date email addresses, phone numbers, social profiles, and company information.</li><li><strong>Email Verification:</strong> It validates emails with<strong> </strong>99.73% accuracy<strong> </strong>using 20+ verification checks in real-time, instantly or in bulk, including SMTP validation, MX record verification, advanced catch-all resolution, spam trap detection, disposable email detection, and provides AI verdicts</li><li><strong><strong>Form Guard:</strong> </strong>Validate website forms in real time with Form Guard. It includes Form Analytics with Lost Lead Recovery to recover abandoned form fills, and Form Forensics to improve lead quality, and optimize website form performance.</li><li><strong>Data Pulse:</strong> Data Pulse is a 2-way CRM sync that continuously verifies newly created contacts in real time across HubSpot and Salesforce. It also includes a 14-day free trial for new users.</li><li><strong>Developer &amp; Enterprise Ready:</strong> Offers REST APIs, webhooks, Google Sheets add-on, native integrations with marketing tools, CRM, and etc, team accounts, Okta SSO, and compliance with GDPR, SOC 2 Type II, ISO 27001, and ISO 27701.</li></ul><p><strong>Accuracy &amp; Data Quality:</strong></p><p>Unlike traditional email finders that rely on static databases, Clearout is known for its real-time contact validation with 99.73% accuracy, to verify email addresses at the point of discovery, 2-way sync or at bulk. Every result passes through 20+ validation checks, including syntax validation, DNS and MX verification, SMTP mailbox checks, disposable email detection, spam trap filtering, and advanced catch-all resolution, helping users confidently reach prospects.</p><p><strong>Ratings:</strong></p><figure class="kg-card kg-image-card"><img src="https://www.findymail.com/blog/content/images/2026/08/Clearout-Ratings.png" class="kg-image" alt="The 7 Best Email Finder Tools in 2026: Ranked &amp; Reviewed" loading="lazy" width="1119" height="606" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/08/Clearout-Ratings.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/08/Clearout-Ratings.png 1000w, https://www.findymail.com/blog/content/images/2026/08/Clearout-Ratings.png 1119w" sizes="(min-width: 720px) 720px"></figure><ul><li><strong>G2:</strong> 4.7/5 (572 reviews)</li><li><strong>Capterra:</strong> 4.6/5 (84 reviews)</li></ul><p><strong>Pros:</strong></p><ul><li>Complete data quality platform for GTM teams, combining Email Finder, LinkedIn Email Finder, Reverse Lookup, Data Enrichment, Email Verification, Form Guard, and Data Pulse in one solution</li><li>AI-powered email finder with built-in email verification for highly accurate B2B contacts, instead of a database lookup.</li><li>Flexible pricing with subscription and pay-as-you-go options, plus enterprise-grade security and team collaboration features.</li><li>Credits never expire and have lifetime validity.</li></ul><p><strong>Cons:</strong></p><ul><li>Does not include native email sequencing or outreach automation.</li></ul><p><strong>Pricing:</strong></p><figure class="kg-card kg-image-card"><img src="https://www.findymail.com/blog/content/images/2026/08/Clearout-Email-Finder-Pricing.png" class="kg-image" alt="The 7 Best Email Finder Tools in 2026: Ranked &amp; Reviewed" loading="lazy" width="2000" height="1097" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/08/Clearout-Email-Finder-Pricing.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/08/Clearout-Email-Finder-Pricing.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/08/Clearout-Email-Finder-Pricing.png 1600w, https://www.findymail.com/blog/content/images/2026/08/Clearout-Email-Finder-Pricing.png 2350w" sizes="(min-width: 720px) 720px"></figure><ul><li><strong>Free:</strong> 100 free credits on signup + a <strong>14-day free trial</strong> for <strong>Data Pulse</strong> (CRM contact verification).</li><li><strong>Starter:</strong> <strong>$23/month</strong> or <strong>$16/month</strong> (billed annually) &#x2013; <strong>3,000 credits/month</strong>.</li><li><strong>Pro:</strong> <strong>$58/month</strong> or <strong>$32/month</strong> (billed annually) &#x2013; <strong>10,000 credits/month</strong>.</li><li><strong>Pay-as-you-go:</strong> Starts at <strong>$40</strong> for <strong>5,000 credits</strong>.</li><li><strong>Enterprise:</strong> Custom pricing with advanced support, <strong>team accounts</strong>, enterprise security, and tailored features.</li></ul><h3 id="3-datagma"><strong>#3 Datagma</strong></h3><figure class="kg-card kg-image-card"><img src="https://www.findymail.com/blog/content/images/2026/04/Datagma-LP.png" class="kg-image" alt="The 7 Best Email Finder Tools in 2026: Ranked &amp; Reviewed" loading="lazy" width="2000" height="1063" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/04/Datagma-LP.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/04/Datagma-LP.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/04/Datagma-LP.png 1600w, https://www.findymail.com/blog/content/images/2026/04/Datagma-LP.png 2166w" sizes="(min-width: 720px) 720px"></figure><p><strong>Overview:</strong></p><p>For teams struggling with the silent killer known as stale data, <a href="https://datagma.com/">Datagma</a> is a <a href="https://www.findymail.com/blog/what-is-data-enrichment/">B2B data enrichment</a> platform specializing in real-time contact and company data, with <a href="https://www.findymail.com/blog/job-change-tracking/">job change detection</a> as its headlining feature. It&apos;s a solid pick for teams where timing outreach around real account activity matters as much as finding the right contact in the first place.</p><p><strong>Key Features:</strong></p><ul><li><strong><strong><strong>Email Finder: </strong></strong></strong>Input a full name or company address and Datagma returns verified contact information, sourced from a continuously updated database of billions of web pages.</li><li><strong><strong><strong>Phone Finder: </strong></strong></strong>Find phone numbers by company name in seconds, useful for teams that need both email and direct dial without a separate enrichment tool.</li><li><strong><strong><strong>Data Enrichment: </strong></strong></strong>Access 75+ data points per contact including verified emails, mobile numbers, job titles, company industry, and technology stack, reducing the need for multiple enrichment sources.</li><li><strong><strong><strong>Job Change Tracking: </strong></strong></strong>Get alerted when prospects or clients change jobs, keeping your outreach timely and your CRM from going stale between campaigns.</li></ul><p><strong>Accuracy &amp; Data Quality:</strong></p><p>Datagma finds emails by scanning billions of web pages alongside its own database and partner network. Its two-layer verification approach is more thoughtful than most tools at this price point:</p><ul><li><strong>Catch-all detection:</strong> Cross-references flagged catch-all addresses against linked social accounts including LinkedIn, Facebook, and GitHub to determine genuine.validity</li><li><strong>Bounce detection:</strong> Partners with major cold email tools to receive daily real-world bounce data, cross-checking even apparently valid addresses before returning them.</li></ul><p>An <a href="https://www.dropcontact.com/email-finder-benchmark">independent 2025 benchmark</a> across 20,000 real-world contacts found a 23.5% unusable email rate, raising real doubts about its effectiveness at scale.</p><p><strong>Ratings:</strong></p><figure class="kg-card kg-image-card"><img src="https://www.findymail.com/blog/content/images/2026/04/Datagma-Ratings.png" class="kg-image" alt="The 7 Best Email Finder Tools in 2026: Ranked &amp; Reviewed" loading="lazy" width="2000" height="537" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/04/Datagma-Ratings.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/04/Datagma-Ratings.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/04/Datagma-Ratings.png 1600w, https://www.findymail.com/blog/content/images/2026/04/Datagma-Ratings.png 2114w" sizes="(min-width: 720px) 720px"></figure><ul><li><strong><strong><strong>G2: </strong></strong></strong>4.7/5 (5)</li><li><strong><strong><strong>Capterra: </strong></strong></strong>N/A</li></ul><p><strong>Pros:</strong></p><ul><li><strong>Strong accuracy for phone research and LinkedIn profile enrichment</strong>, with a clean interface that&apos;s easy to get up and running.</li><li><strong>Generous free tier with 90 verified emails per month</strong>, enough to meaningfully evaluate accuracy before committing.</li></ul><p><strong>Cons:</strong></p><ul><li><strong>Phone number allowances on lower tiers are restrictive</strong> for teams running multichannel outreach at any meaningful volume.</li><li><strong>Newer and less established than the top tools in this list</strong>, so long-term reliability and support quality are harder to assess independently.</li></ul><p><strong>Pricing:</strong></p><figure class="kg-card kg-image-card"><img src="https://www.findymail.com/blog/content/images/2026/04/Datagma-Pricing.png" class="kg-image" alt="The 7 Best Email Finder Tools in 2026: Ranked &amp; Reviewed" loading="lazy" width="2000" height="991" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/04/Datagma-Pricing.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/04/Datagma-Pricing.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/04/Datagma-Pricing.png 1600w, https://www.findymail.com/blog/content/images/2026/04/Datagma-Pricing.png 2136w" sizes="(min-width: 720px) 720px"></figure><ul><li><strong><strong><strong>Free: </strong></strong></strong>$0 &#x2013; 3 mobile phones/mo + 90 verified emails/mo</li><li><strong><strong><strong>Regular: </strong></strong></strong>$49/mo &#x2013; 100 mobile phone/mo + 3,000 verified emails/mo</li><li><strong><strong><strong>Popular: </strong></strong></strong>$99/mo &#x2013; 250 mobile phone/mo + 7,500 verified emails/mo</li><li><strong><strong><strong>Expert:</strong> </strong></strong>$249/mo &#x2013; 750 mobile phone/mo + 22,500 verified emails/mo</li></ul><h3 id="4-wiza"><strong>#4 Wiza</strong></h3><figure class="kg-card kg-image-card"><img src="https://www.findymail.com/blog/content/images/2026/04/Wiza-LP.png" class="kg-image" alt="The 7 Best Email Finder Tools in 2026: Ranked &amp; Reviewed" loading="lazy" width="2000" height="992" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/04/Wiza-LP.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/04/Wiza-LP.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/04/Wiza-LP.png 1600w, https://www.findymail.com/blog/content/images/2026/04/Wiza-LP.png 2132w" sizes="(min-width: 720px) 720px"></figure><p><strong>Overview:</strong></p><p><a href="https://wiza.co/">Wiza</a> is a <strong>lead generation and contact enrichment platform</strong> built for sales teams that want verified emails, mobile numbers, and real-time job change alerts without stitching together multiple tools. With a database of 850M+ B2B professionals, it&apos;s a strong option for teams that need breadth and verification quality in one place.</p><p><strong>Key Features:</strong></p><ul><li><strong><strong><strong>Searchable Database: </strong></strong></strong>Access 850M+ B2B professionals with real-time verified contact data including work emails, personal emails, mobile phones, and direct dials.</li><li><strong><strong><strong>Monitor: </strong></strong></strong>Get alerted the moment a key contact or decision-maker changes jobs, complete with fresh verified contact data, so you can engage at exactly the right time to win new business or prevent churn.</li><li><strong><strong><strong>AI Research: </strong></strong></strong>Scans public web pages, company profiles, and intent signals to enrich your lists with clean, structured insights automatically, including the reasoning behind each data point returned.</li><li><strong><strong><strong>Built-In Email Verification: </strong></strong></strong>Every address goes through a comprehensive multi-step verification process before being returned.</li><li><strong><strong><strong>Chrome Extension: </strong></strong></strong>Reveal personal email addresses and mobile numbers directly from professional social network profiles, cutting out hours of manual searching.</li></ul><p><strong>Accuracy &amp; Data Quality:</strong></p><p><a href="https://www.findymail.com/wiza-alternative/">Wiza</a> runs every address through one of the more thorough verification stacks in this list:</p><ul><li><strong>Syntax verification:</strong> Confirms the address follows standard email formatting.</li><li><strong>Domain verification:</strong> Checks the domain exists, is active, and is configured to receive emails.</li><li><strong>MX record check:</strong> Confirms valid mail exchange records are in place.</li><li><strong>SMTP verification:</strong> Communicates with the recipient&apos;s mail server to confirm the address is active without sending an actual email.</li><li><strong>Catch-all detection:</strong> Identifies servers that accept all incoming mail regardless of whether the mailbox exists.</li><li><strong>Disposable email detection:</strong> Filters out temporary addresses from throwaway domains like mailinator.com.</li><li><strong>Role-based address identification:</strong> Flags department-level addresses rather than individual contacts.</li><li><strong>Spam trap detection:</strong> Removes honeypot addresses that could get your domain blacklisted.</li><li><strong>Greylist handling:</strong> Verifies addresses even when ESPs temporarily reject unknown senders.</li><li><strong>Risk validation:</strong> Scans for high-risk keywords and TLDs commonly associated with spam or malicious activity.</li></ul><p>The verification process is strong, but underlying issues have real limits worth knowing about. Wiza <strong>lacks a standalone database</strong>, meaning coverage depends heavily on LinkedIn profiles, and accuracy drops in regions outside North America. Some users report <a href="https://www.linkedin.com/posts/valentin-wln_there-is-a-data-quality-issue-in-your-lead-activity-7386378273993158657-2uGg/">data quality issues</a> including incorrect emails, mismatched names, and contacts replying from different email addresses than provided. For teams prospecting outside North America or beyond LinkedIn&apos;s ecosystem, those gaps are a real consideration before committing.</p><p><strong>Ratings:</strong></p><figure class="kg-card kg-image-card"><img src="https://www.findymail.com/blog/content/images/2026/04/Datagma-Ratings-1.png" class="kg-image" alt="The 7 Best Email Finder Tools in 2026: Ranked &amp; Reviewed" loading="lazy" width="2000" height="537" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/04/Datagma-Ratings-1.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/04/Datagma-Ratings-1.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/04/Datagma-Ratings-1.png 1600w, https://www.findymail.com/blog/content/images/2026/04/Datagma-Ratings-1.png 2114w" sizes="(min-width: 720px) 720px"></figure><ul><li><strong><strong><strong>G2: </strong></strong></strong>4.5/5 (1,156)</li><li><strong><strong><strong>Capterra: </strong></strong></strong>4.3/5 (24)</li></ul><p><strong>Pros:</strong></p><ul><li>Building filtered lists by industry, company size, and role is fast and intuitive, <strong>keeping focus on high-value prospects rather than admin work</strong>.</li><li><strong>Setting up Wiza was straightforward and hassle-free from start to finish.</strong></li><li><strong>Pay-for-valid-only model</strong> means you&apos;re not burning credits on addresses that don&apos;t deliver.</li></ul><p><strong>Cons:</strong></p><ul><li><strong>Coverage thins out for smaller regional companies</strong> and less common job titles, requiring manual research to fill gaps.</li><li><strong>Pricing on paid tiers is on the higher end relative to comparable tools</strong>, which can be a barrier for smaller teams.</li><li>CRM sync, while functional, can produce <strong>minor delays and occasional duplicate entries on large dataset imports</strong>, adding a small but consistent cleanup overhead.</li></ul><p><strong>Pricing:</strong></p><figure class="kg-card kg-image-card"><img src="https://www.findymail.com/blog/content/images/2026/04/Datagma-Pricing-1.png" class="kg-image" alt="The 7 Best Email Finder Tools in 2026: Ranked &amp; Reviewed" loading="lazy" width="2000" height="991" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/04/Datagma-Pricing-1.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/04/Datagma-Pricing-1.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/04/Datagma-Pricing-1.png 1600w, https://www.findymail.com/blog/content/images/2026/04/Datagma-Pricing-1.png 2136w" sizes="(min-width: 720px) 720px"></figure><ul><li><strong><strong><strong>Free:</strong> </strong></strong>$0 &#x2013; 20 emails/mo + 5 phone numbers/mo</li><li><strong>Starter:</strong> $49/mo &#x2013; 100 emails/mo + 100 phone numbers/mo</li><li><strong>Email:</strong> $99/mo &#x2013; 500emails/mo</li><li><strong>Email + Phone:</strong> $199/mo &#x2013; 500 emails/mo + 500 phone numbers/mo</li></ul><h3 id="5-rocketreach"><strong>#5 RocketReach</strong></h3><figure class="kg-card kg-image-card"><img src="https://www.findymail.com/blog/content/images/2026/04/RocketReach-LP.png" class="kg-image" alt="The 7 Best Email Finder Tools in 2026: Ranked &amp; Reviewed" loading="lazy" width="2000" height="1023" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/04/RocketReach-LP.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/04/RocketReach-LP.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/04/RocketReach-LP.png 1600w, https://www.findymail.com/blog/content/images/2026/04/RocketReach-LP.png 2194w" sizes="(min-width: 720px) 720px"></figure><p><strong>Overview:</strong></p><p><a href="https://rocketreach.co/">RocketReach</a> helps <strong>add the rocket fuel you need to your sales and marketing efforts</strong>. With access to a database of 700M+ profiles and 60M companies, it lets you search for verified email addresses and direct dial phone numbers seamlessly, making it a strong option for teams that need broad global coverage across both email and phone.</p><p><strong>Key Features:</strong></p><ul><li><strong>Contact Database: </strong>Access verified emails, direct dials, and mobile numbers for 700M+ professionals worldwide, with continuous updates across 60M+ companies to keep contact data as current as possible.</li><li><strong>Insights: </strong>Surface real-time company and contact signals to understand what&apos;s happening inside your target accounts before you reach out, helping prioritize outreach around meaningful activity.</li><li><strong>Chrome Extension: </strong>Spot a prospect on a social network and pull their verified contact information in a few clicks, without interrupting your prospecting workflow to switch tools.</li></ul><p><strong>Accuracy &amp; Data Quality:</strong></p><p><a href="https://www.findymail.com/blog/rocketreach-alternatives/">RocketReach</a> claims 98% deliverability on verified addresses and pulls from 700M+ profiles refreshed continuously across a dozen data sources. The reality is more mixed.</p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/04/Group-281--1-.png" class="kg-image" alt="The 7 Best Email Finder Tools in 2026: Ranked &amp; Reviewed" loading="lazy" width="1477" height="553" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/04/Group-281--1-.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/04/Group-281--1-.png 1000w, https://www.findymail.com/blog/content/images/2026/04/Group-281--1-.png 1477w" sizes="(min-width: 720px) 720px"><figcaption>Verified G2 Review</figcaption></figure><p><a href="https://www.g2.com/products/rocketreach/reviews?filters%5Bsentiment_snippet%5D=1176313&amp;filters%5Bcomment_answer_values%5D=&amp;order=most_recent&amp;utf8=%E2%9C%93#reviews">On G2</a>, inaccurate data, outdated contacts, and missing information collectively account for <strong>hundreds of tagged complaints</strong> across thousands of reviews. Accuracy drops noticeably outside North America, with phone numbers and contacts in less-indexed markets flagged most frequently by users as unreliable. </p><p>RocketReach is a solid tool when the data is right. The problem is you <strong>often won&apos;t know when it isn&apos;t</strong> until your bounce rate tells you.</p><p><strong>Ratings:</strong></p><figure class="kg-card kg-image-card"><img src="https://www.findymail.com/blog/content/images/2026/04/RocketReach-Rating.png" class="kg-image" alt="The 7 Best Email Finder Tools in 2026: Ranked &amp; Reviewed" loading="lazy" width="1456" height="348" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/04/RocketReach-Rating.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/04/RocketReach-Rating.png 1000w, https://www.findymail.com/blog/content/images/2026/04/RocketReach-Rating.png 1456w" sizes="(min-width: 720px) 720px"></figure><ul><li><strong><strong><strong>G2: </strong></strong></strong>4.4/5 (1,212)</li><li><strong>Capterra: </strong>4.1/5 (140)</li></ul><p><strong>Pros:</strong></p><ul><li><strong>Multiple contact lookup methods</strong> give flexibility depending on how you prefer to prospect.</li><li><strong>Large, easy-to-navigate database</strong> with a clean UI that requires minimal onboarding.</li><li><strong>Broad global coverage</strong> makes it a reliable starting point for teams prospecting across multiple regions.</li></ul><p><strong>Cons:</strong> </p><ul><li><strong>Month-to-month plans are significantly more limited</strong> than annual commitments, making it poor value for teams not ready to lock in.</li><li><strong>LinkedIn extension hit rate can be disappointing in practice</strong>, with users reporting low email match rates relative to the cost.</li><li><strong>Coverage gaps exist for newer or smaller companies</strong>, with some records missing or incomplete outside well-indexed markets.</li></ul><p><strong>Pricing:</strong></p><figure class="kg-card kg-image-card"><img src="https://www.findymail.com/blog/content/images/2026/04/RocketReach-Pricing.png" class="kg-image" alt="The 7 Best Email Finder Tools in 2026: Ranked &amp; Reviewed" loading="lazy" width="2000" height="1030" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/04/RocketReach-Pricing.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/04/RocketReach-Pricing.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/04/RocketReach-Pricing.png 1600w, https://www.findymail.com/blog/content/images/2026/04/RocketReach-Pricing.png 2150w" sizes="(min-width: 720px) 720px"></figure><ul><li><strong><strong><strong>Essentials: </strong></strong></strong>$49/mo &#x2013; 70 Lookups/mo</li><li><strong><strong><strong>Pro: </strong></strong></strong>$99/mo &#x2013; 200 Lookups/mo</li><li><strong><strong><strong>Ultimate: </strong></strong></strong>$209/mo &#x2013; 250 Lookups/mo</li></ul><h3 id="6-getprospect"><strong>#6 GetProspect</strong></h3><figure class="kg-card kg-image-card"><img src="https://www.findymail.com/blog/content/images/2026/04/GetProspect-LP.png" class="kg-image" alt="The 7 Best Email Finder Tools in 2026: Ranked &amp; Reviewed" loading="lazy" width="2000" height="1003" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/04/GetProspect-LP.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/04/GetProspect-LP.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/04/GetProspect-LP.png 1600w, https://www.findymail.com/blog/content/images/2026/04/GetProspect-LP.png 2116w" sizes="(min-width: 720px) 720px"></figure><p><strong>Overview:</strong></p><p><a href="https://getprospect.com/">GetProspect</a> does exactly what the name suggests: <strong>helps you get prospects</strong>. With access to 200M+ B2B contacts, 230M+ corporate emails, and 26M+ companies worldwide, it&apos;s a <strong>budget-friendly option</strong> for teams that need a large database without enterprise-level pricing. Every feature, including a built-in cold email sender, lightweight CRM, and Google Sheets add-on, ships on every plan with no feature-gating by tier.</p><p><strong>Key Features:</strong></p><ul><li><strong>Email Finder:</strong> Find corporate email addresses enriched with 40+ data attributes including location, industry, and technology stack.</li><li><strong>LinkedIn Email Finder:</strong> Extract verified email addresses in bulk from LinkedIn profiles and other web pages with a single click.</li><li><strong>B2B Database:</strong> Access 230M+ corporate emails and 26M+ companies for broad prospecting coverage without additional data sources.</li><li><strong>Email Lookup:</strong> Reverse email lookup that surfaces full contact and company data from an email address alone, useful for enriching inbound leads.</li><li><strong>Email Verifier:</strong> Upload lists of any size in CSV or XLSX format and get reliable verification results back without manual processing.</li></ul><p><strong>Accuracy &amp; Data Quality:</strong></p><p>GetProspect pulls from its own database of 200M+ business contacts and cross-references LinkedIn&apos;s network of users to find and verify email addresses. Its email validator checks domain status, email provider, and mailbox availability in real time before returning results.</p><p>However, independent testing tells a more cautionary tale. A <a href="https://prospeo.io/s/email-finder-getprospect#the-30-point-accuracy-gap">5,000-contact benchmark</a> placed GetProspect&apos;s verified rate at 61.9%, notably lower than the top tools in this list. For teams running high-volume outbound where deliverability directly impacts sender reputation, that gap is worth factoring into the decision.</p><p><strong>Ratings:</strong></p><figure class="kg-card kg-image-card"><img src="https://www.findymail.com/blog/content/images/2026/04/GetProspect-Ratings.png" class="kg-image" alt="The 7 Best Email Finder Tools in 2026: Ranked &amp; Reviewed" loading="lazy" width="1337" height="527" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/04/GetProspect-Ratings.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/04/GetProspect-Ratings.png 1000w, https://www.findymail.com/blog/content/images/2026/04/GetProspect-Ratings.png 1337w" sizes="(min-width: 720px) 720px"></figure><ul><li><strong><strong><strong>G2:</strong> </strong></strong>4.0/5 (41)</li><li><strong><strong><strong>Capterra: </strong></strong></strong>N/A</li></ul><p><strong>Pros:</strong></p><ul><li><strong>Simple, focused tool that does the basics well</strong>, building targeted lead lists and finding verified emails without unnecessary complexity.</li><li>Chrome extension makes pulling contacts directly from LinkedIn <strong>fast and frictionless</strong>.</li><li><strong>Affordable entry-level pricing</strong> compared to larger platforms, with every feature available on every plan.</li></ul><p><strong>Cons:</strong></p><ul><li><strong>Database coverage thins out</strong> for niche industries and less-indexed regions, requiring extra effort to hit volume targets.</li><li><strong>Reporting and analytics are basic</strong>, with limited integrations and automation options compared to more mature platforms.</li></ul><p><strong>Pricing:</strong></p><figure class="kg-card kg-image-card"><img src="https://www.findymail.com/blog/content/images/2026/04/GetProspect-Pricing.png" class="kg-image" alt="The 7 Best Email Finder Tools in 2026: Ranked &amp; Reviewed" loading="lazy" width="2000" height="974" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/04/GetProspect-Pricing.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/04/GetProspect-Pricing.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/04/GetProspect-Pricing.png 1600w, https://www.findymail.com/blog/content/images/2026/04/GetProspect-Pricing.png 2164w" sizes="(min-width: 720px) 720px"></figure><ul><li><strong><strong><strong>Free: </strong></strong></strong>$0 &#x2013; 50 valid emails + 100 email verifications</li><li><strong><strong><strong>Starter: </strong></strong></strong>$49/mo &#x2013; 1,000 valid emails + 2,000 email verifications + 5 phone numbers</li><li><strong><strong><strong>Growth 5k: </strong></strong></strong>$99/mo &#x2013; 5,000 valid emails + 10,000 email verifications + 5 phone numbers</li></ul><h3 id="7-kittai"><strong>#7 KittAI</strong></h3><figure class="kg-card kg-image-card"><img src="https://www.findymail.com/blog/content/images/2026/04/KittAI-LP.png" class="kg-image" alt="The 7 Best Email Finder Tools in 2026: Ranked &amp; Reviewed" loading="lazy" width="2000" height="984" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/04/KittAI-LP.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/04/KittAI-LP.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/04/KittAI-LP.png 1600w, https://www.findymail.com/blog/content/images/2026/04/KittAI-LP.png 2142w" sizes="(min-width: 720px) 720px"></figure><p>Last but certainly not least, <a href="https://trykitt.ai/">KittAI</a> is a newcomer that does one thing: find and verify B2B emails. Its main pull is a free tier with bold claims, promising more B2B emails than any data provider with a bounce rate under 0.1%, a figure that would put it in a league of its own if it holds up.</p><p><strong>Key Features:</strong></p><ul><li><strong>Email Finder:</strong> Find B2B email addresses at speed alternative email finders at unlimited scale.</li><li><strong>Email Verifier:</strong> Goes beyond standard SMTP verification by checking emails against enterprise identity servers for a more reliable deliverability verdict.</li><li><strong>Catch-All Verification:</strong> Verifies catch-all addresses by cross-referencing against enterprise identity servers, and flags job changes in the process, a useful layer most tools at this price point don&apos;t offer.</li></ul><p><strong>Accuracy &amp; Data Quality:</strong></p><p>KittAI&apos;s verification claims to go beyond the standard SMTP tickling most tools rely on, checking against enterprise identity servers to handle catch-alls and detect job changes. The speed and scale claims are notable too, with KittAI positioning itself as 2 to 5 times faster than alternatives with no capacity ceiling.</p><p>But with no G2 or Capterra reviews, no independent benchmarks, and a website lean on methodology. We simply will never know if KittAI can deliver on those claims. For a free tool the risk of testing it is low, but for teams where deliverability directly impacts revenue, unverified claims are a shaky foundation to build outbound on.</p><p><strong>Ratings:</strong></p><ul><li><strong>G2:</strong> N/A</li><li><strong>Capterra:</strong> N/A</li></ul><p><strong>Pros:</strong></p><ul><li><strong>Effectively free with a flexible pay-as-you-go model</strong> that scales with usage rather than locking you into a fixed monthly credit allowance.</li></ul><p><strong>Cons:</strong></p><ul><li><strong><strong><strong>No G2, Capterra, or independent benchmark data available</strong></strong></strong>, making it impossible to verify accuracy claims against real-world performance.</li><li><strong><strong><strong>As a newcomer with limited transparency</strong></strong></strong>, reliability and support quality at scale remain unproven.</li></ul><p><strong>Pricing:</strong></p><figure class="kg-card kg-image-card"><img src="https://www.findymail.com/blog/content/images/2026/04/KittAI-Pricing--1-.png" class="kg-image" alt="The 7 Best Email Finder Tools in 2026: Ranked &amp; Reviewed" loading="lazy" width="2000" height="1006" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/04/KittAI-Pricing--1-.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/04/KittAI-Pricing--1-.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/04/KittAI-Pricing--1-.png 1600w, https://www.findymail.com/blog/content/images/2026/04/KittAI-Pricing--1-.png 2236w" sizes="(min-width: 720px) 720px"></figure><ul><li><strong><strong><strong>Free Forever: </strong></strong></strong>$0/mo &#x2013; Unlimited searches and verifications with limited usage</li><li><strong><strong><strong>Pay As You Go: </strong></strong></strong>$0.0015 per verification + $0.005 per found email</li></ul><h2 id="which-email-finder-tool-should-you-choose"><strong>Which Email Finder Tool Should You Choose?</strong></h2><p>With eleven tools covered, the right choice comes down to what your team actually needs. Here&apos;s the short version:</p><ul><li><strong>Best for sales teams and SDRs: </strong>Findymail &amp; Clearout <strong>&#x2192;</strong> Real-time verification, proprietary catch-all handling, and a sub-5% bounce guarantee make it the strongest choice for outbound teams where deliverability directly impacts pipeline.</li><li><strong>Best free option:</strong> KittAI <strong>&#x2192;</strong> KittAI is worth testing for budget-conscious teams, though independent validation of its bold claims is still limited.</li><li><strong>Best for bulk prospecting: </strong>Findymail &amp; Clearout <strong>&#x2192; </strong>Findymail leads on accuracy at scale with our bounce guarantee. </li><li><strong>Best for job change tracking: </strong>Datagma <strong>&#x2192; </strong>Both offer real-time alerts when key contacts switch roles. </li><li><strong>Best on a budget: </strong>GetProspect <strong>&#x2192; </strong>All features on every plan with no tier-based gating and affordable entry pricing. Factor in the 61.9% independently tested verified rate before committing to high-volume campaigns.</li><li><strong>Best API for developers: </strong>Findymail &amp; Clearout <strong>&#x2192;</strong> Clean API documentation, real-time verification built in, and a guaranteed bounce rate make it the most reliable foundation for custom prospecting pipelines.</li></ul><h2 id="final-verdict-the-best-email-finder-for-most-users"><strong>Final Verdict: The Best Email Finder for Most Users</strong></h2><p><strong>Findymail is the strongest data provider in this list</strong>, and it&apos;s not particularly close. It&apos;s the only tool that verifies every address in real time at the moment of request, handles catch-all domains with a proprietary algorithm that competitors either skip or flag as &quot;risky,&quot; and backs every send with a guaranteed bounce rate under 5%. Plus, Clay&apos;s independent 2025 benchmark puts us first for both data quality and data coverage across all providers tested.</p><p>That said, no single tool fits every team. Whatever you choose, prioritizing a tool with <strong>transparent verification methodology and proven accuracy</strong> will always pay off in better deliverability, healthier sender reputation, and more replies in your inbox. That&apos;s what the best email finding tools have in common, and it&apos;s the standard every team should hold their data provider to.</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Findymail = The #1 Email Finder</strong><br><br><a href="https://www.findymail.com/">Findymail</a> takes top spot on this list for a reason. Ranked first by Clay for data quality and data coverage. Real-time verified emails, proprietary catch-all detection, and the only tool in this list that guarantees a bounce rate under 5%. <br><br><strong>Get started today and receive 10 credits for free!</strong></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 started with Findymail today!</a></div><h2 id="frequently-asked-questions-about-email-finder-tools"><strong>Frequently Asked Questions About Email Finder Tools</strong></h2><h3 id="what-is-an-email-finder-tool"><strong>What is an email finder tool?</strong></h3><p>An email finder tool is a software that locates and verifies professional email addresses based on inputs like a person&apos;s name, company, or domain. The best tools go beyond finding addresses and verify them in real time to ensure they&apos;re deliverable before you send.</p><h3 id="are-email-finder-tools-legal-and-gdpr-compliant"><strong>Are email finder tools legal and GDPR-compliant?</strong></h3><p>Most reputable email finder tools operate legally by sourcing publicly available business contact data and complying with regulations like GDPR, CAN-SPAM, and CCPA. That said, compliance varies by provider, so it&apos;s worth checking each tool&apos;s data sourcing and privacy policies before use. Findymail &amp; Clearout is fully GDPR-compliant.</p><h3 id="how-accurate-are-email-finding-tools"><strong>How accurate are email finding tools?</strong></h3><p>Accuracy varies significantly across tools. Purpose-built verifiers like Findymail &amp; Clearout guarantee a bounce rate under 5%, while budget tools like GetProspect have tested as low as 61.9% in independent benchmarks. Real-time verification consistently outperforms static database tools on deliverability.</p><h3 id="whats-the-best-free-email-finder"><strong>What&apos;s the best free email finder?</strong></h3><p>KittAI is a newer free option worth testing, though independent validation is limited. Findymail also offers a free tier for teams that want to test real-time verification before committing to a paid plan. Clearout provides 100 free credits upon registration (with no credit card required) to evaluate the platform before purchasing. </p><p><strong>Can I find emails in bulk with an email finder?</strong></p><p>Yes. Most tools on this list support bulk email finding, including Findymail, Clearout, and GetProspect. For teams prospecting at scale, Findymail&apos;s bulk finder is the strongest option, combining real-time verification with a guaranteed bounce rate to protect deliverability across large sends.</p>]]></content:encoded></item><item><title><![CDATA[Email Address Validation: Format, Syntax & Best Practices]]></title><description><![CDATA[Master email validation with our complete guide — learn format rules, syntax, regex patterns, and tools to verify addresses effectively.]]></description><link>https://www.findymail.com/blog/email-address-format/</link><guid isPermaLink="false">63e0cdcda929d80e727dd062</guid><category><![CDATA[Cold Email]]></category><dc:creator><![CDATA[Valentin]]></dc:creator><pubDate>Thu, 30 Jul 2026 06:00:00 GMT</pubDate><media:content url="https://www.findymail.com/blog/content/images/2024/02/mick-haupt-iozza2qsWOA-unsplash.jpg" medium="image"/><content:encoded><![CDATA[<img src="https://www.findymail.com/blog/content/images/2024/02/mick-haupt-iozza2qsWOA-unsplash.jpg" alt="Email Address Validation: Format, Syntax &amp; Best Practices"><p>Master the art of email address validation with our comprehensive guide covering correct email format rules, syntax validation techniques, and professional verification tools.</p><p>Email marketing has a huge ROI, but only if the addresses on your list are real. Send to invalid ones and you&apos;ll rack up <a href="https://www.findymail.com/blog/email-bounce-back/">hard bounces</a> and spam complaints, or worse, land your domain on a blocklist.</p><p>So in this article, I&apos;ll show you how to check if an email address is valid!</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Cold email tricks only work if your emails actually reach the inbox.</strong><br><br>Perfect syntax doesn&apos;t guarantee delivery. <a href="https://www.findymail.com/"><strong>Findymail</strong></a> verifies every email in real time, including catch-alls, so your list is built on addresses that actually accept mail.</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">Verify Your List Free &#x2192;</a></div><div class="kg-card kg-callout-card kg-callout-card-white"><div class="kg-callout-text"><strong>TL;DR &#x2013; Email Address Validation: Format, Syntax &amp; Best Practices</strong><br><br><strong>Email Address Structure:</strong><br>1. Prefix (up to 64 characters, no leading/trailing or consecutive periods)<br>2. @ symbol (the required separator)<br>3. Domain (valid hostname, must include a TLD, no leading/trailing hyphens)<br><br><strong>How to Validate:</strong><br>1. Check the format manually against syntax rules<br>2. Search for the address online (limited, doesn&apos;t scale)<br>3. Use a verification tool for real-time, bulk checks<br>4. Apply regex for programmatic form validation<br><br><strong>Bottom Line:</strong> Syntax rules catch the obvious mistakes, but only a verifier like Findymail confirms an address is actually live.</div></div><h2 id="what-is-the-correct-email-address-format-and-structure"><strong>What Is the Correct Email Address Format and Structure?</strong></h2><p>Let&apos;s start by looking at the correct email format for an email address. With every email you&apos;ve sent before, you would&apos;ve noticed that most email addresses consist of three main components: the prefix that appears to the left of the @ symbol, the @ symbol itself, and the domain that appears to the right of the @ character.</p><p>Understanding the structure of an email address is crucial for proper email address validation and ensuring your messages reach their intended recipients.</p><p>Let&apos;s look at each of these email address components in more detail.</p><h3 id="email-address-prefix-rules-and-valid-email-syntax"><strong>Email Address Prefix Rules and Valid Email Syntax</strong></h3><p>The prefix, also known as the username or local-part, can have up to 64 characters and can consist of any combination of numbers, upper and lowercase letters, or some other special characters.</p><p>Valid email syntax rules for prefixes include a maximum of 64 characters, letters (a-z, A-Z) and numbers (0-9), plus allowed special characters like periods, underscores, hyphens, and plus signs.</p><p>However, prefixes cannot start or end with a period, cannot have consecutive periods, and are case-insensitive, meaning <a href="mailto:UserName@domain.com">UserName@domain.com</a> equals <a href="mailto:username@domain.com">username@domain.com</a>.</p><p>The prefix is also not case-sensitive, so an email to <a href="mailto:username@company.com">username@company.com</a> and UserName@company.com will reach the same person.</p><p>Periods are allowed in the prefix as long as they&apos;re not the first or last characters. Also, when using periods in an email address, you can&apos;t use two of them in a row.</p><p>Examples of valid email prefixes include john.doe, user_name, test-email, and user123, while invalid examples include .username (starts with period), username. (ends with period), and user..name (consecutive periods).</p><h3 id="symbolessential-component-of-email-address-structure"><strong>@ Symbol - Essential Component of Email Address Structure</strong></h3><p>It&apos;s simple: without the @ symbol, you don&apos;t have a valid email address.</p><p>It allows an email application to recognize what part of an email address is the prefix or username and what part is the domain.</p><p>The @ symbol serves as the mandatory separator in email address structure and is required for all valid email addresses according to RFC 5322 standards.</p><h3 id="email-domain-rules-and-formatting-requirements"><strong>Email Domain Rules and Formatting Requirements</strong></h3><p>Finally, in any valid email address, you&apos;ll find the domain to the right of the @ symbol.</p><p>Unlike the prefix, and because it refers to the mail server that will route the email, the domain has stricter requirements to be valid.</p><p>For one, it <strong>has to match the requirements for a hostname</strong> (the name of a computer connected to a network). Also, the domain consists of one or more parts separated by a period.</p><p>For example, company.com. Each part should have no more than 63 characters and can contain uppercase and lowercase letters, numeric values, and hyphens.</p><p>Remember, though, that all numeric domains are not allowed, and hyphens can&apos;t be at the beginning or end of the domain.</p><p><strong><strong>Email Component Validation Requirements:</strong></strong></p><!--kg-card-begin: html--><table style="border:none;border-collapse:collapse;">
  <colgroup>
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      <td style="border:1pt solid #000;vertical-align:top;padding:5pt;text-align:center;">
        <span style="font-size:11pt;font-family:Arial,sans-serif;font-weight:700;">Component</span>
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      <td style="border:1pt solid #000;vertical-align:top;padding:5pt;text-align:center;">
        <span style="font-size:11pt;font-family:Arial,sans-serif;font-weight:700;">Max Length</span>
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      <td style="border:1pt solid #000;vertical-align:top;padding:5pt;text-align:center;">
        <span style="font-size:11pt;font-family:Arial,sans-serif;font-weight:700;">Valid Characters</span>
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      <td style="border:1pt solid #000;vertical-align:top;padding:5pt;text-align:center;">
        <span style="font-size:11pt;font-family:Arial,sans-serif;font-weight:700;">Restrictions</span>
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    <!-- Prefix -->
    <tr style="height:27.25pt">
      <td style="border:1pt solid #000;vertical-align:top;padding:5pt;">
        <span style="font-size:11pt;font-family:Arial,sans-serif;font-weight:700;">Prefix</span>
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      <td style="border:1pt solid #000;vertical-align:top;padding:5pt;">
        <span style="font-size:11pt;font-family:Arial,sans-serif;">64 characters</span>
      </td>
      <td style="border:1pt solid #000;vertical-align:top;padding:5pt;">
        <span style="font-size:11pt;font-family:Arial,sans-serif;">a-z, A-Z, 0-9, . _ - +</span>
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      <td style="border:1pt solid #000;vertical-align:top;padding:5pt;">
        <span style="font-size:11pt;font-family:Arial,sans-serif;">Cannot start or end with a period; no consecutive periods</span>
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    <!-- @ Symbol -->
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      <td style="border:1pt solid #000;vertical-align:top;padding:5pt;">
        <span style="font-size:11pt;font-family:Arial,sans-serif;font-weight:700;">@ Symbol</span>
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      <td style="border:1pt solid #000;vertical-align:top;padding:5pt;">
        <span style="font-size:11pt;font-family:Arial,sans-serif;">1 character</span>
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      <td style="border:1pt solid #000;vertical-align:top;padding:5pt;">
        <span style="font-size:11pt;font-family:Arial,sans-serif;">@ only</span>
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      <td style="border:1pt solid #000;vertical-align:top;padding:5pt;">
        <span style="font-size:11pt;font-family:Arial,sans-serif;">Exactly one required</span>
      </td>
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    <!-- Domain -->
    <tr style="height:27.25pt">
      <td style="border:1pt solid #000;vertical-align:top;padding:5pt;">
        <span style="font-size:11pt;font-family:Arial,sans-serif;font-weight:700;">Domain</span>
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      <td style="border:1pt solid #000;vertical-align:top;padding:5pt;">
        <span style="font-size:11pt;font-family:Arial,sans-serif;">253 characters</span>
      </td>
      <td style="border:1pt solid #000;vertical-align:top;padding:5pt;">
        <span style="font-size:11pt;font-family:Arial,sans-serif;">a-z, A-Z, 0-9, . -</span>
      </td>
      <td style="border:1pt solid #000;vertical-align:top;padding:5pt;">
        <span style="font-size:11pt;font-family:Arial,sans-serif;">Must include a TLD; no leading or trailing hyphens</span>
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    </tr>

    <!-- TLD -->
    <tr style="height:27.25pt">
      <td style="border:1pt solid #000;vertical-align:top;padding:5pt;">
        <span style="font-size:11pt;font-family:Arial,sans-serif;font-weight:700;">TLD</span>
      </td>
      <td style="border:1pt solid #000;vertical-align:top;padding:5pt;">
        <span style="font-size:11pt;font-family:Arial,sans-serif;">63 characters</span>
      </td>
      <td style="border:1pt solid #000;vertical-align:top;padding:5pt;">
        <span style="font-size:11pt;font-family:Arial,sans-serif;">a-z, A-Z</span>
      </td>
      <td style="border:1pt solid #000;vertical-align:top;padding:5pt;">
        <span style="font-size:11pt;font-family:Arial,sans-serif;">Minimum 2 characters</span>
      </td>
    </tr>
  </tbody>
</table>
<!--kg-card-end: html--><p>Valid domain format requirements specify that domains must contain at least one period (like domain.com), <strong>limit each part to 63 characters maximum</strong>, allow letters, numbers, and hyphens, but cannot start or end with hyphens, cannot be all numeric, must have valid top-level domain (TLD), and are case-insensitive.</p><p>Examples of valid domains include company.com, sub.domain.org, and test-site.net, while invalid examples include -invalid.com (starts with hyphen), invalid-.com (ends with hyphen), 123456.com (all numeric), and invalid (no TLD).</p><h2 id="why-do-you-need-to-validate-email-addresses-and-check-email-format"><strong>Why Do You Need to Validate Email Addresses and Check Email Format?</strong></h2><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2025/08/1-5.png" class="kg-image" alt="Email Address Validation: Format, Syntax &amp; Best Practices" loading="lazy" width="1600" height="1700" srcset="https://www.findymail.com/blog/content/images/size/w600/2025/08/1-5.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2025/08/1-5.png 1000w, https://www.findymail.com/blog/content/images/2025/08/1-5.png 1600w" sizes="(min-width: 720px) 720px"><figcaption>Why Should I Validate Email Address</figcaption></figure><p>Now that you know what the valid email address format looks like, it&apos;s time to consider why you should spend time checking your leads&apos; email addresses.</p><ul><li><strong>Checking the email address format</strong> ensures accuracy. In other words, you&apos;ll ensure that every email address on your list is authentic (even <a href="https://www.findymail.com/blog/verify-email-addresses-without-sending-email/">before sending the email</a>).</li><li>You&apos;ll get more opens and fewer bounces, increasing your deliverability.</li><li><strong>Improved engagement follows</strong> naturally as you&apos;ll see <a href="https://www.findymail.com/blog/how-to-know-if-someone-reads-your-email/">the actual numbers behind your opens</a> and <a href="https://www.findymail.com/blog/cold-email-conversion-rate/">conversion rates</a> when you eliminate invalid email addresses from your email list.</li><li><strong>Eliminate hard bounces</strong>. Hard bounces happen when you send emails to invalid, incorrect, inactive, or non-existent email addresses. Always use an <a href="https://www.findymail.com/email-verifier/">email verifier</a> before your campaigns to maintain high deliverability.</li><li><strong>Reduce spam complaints</strong>. Your emails can end up on a blocklist because of spam complaints, too. When too many recipients mark your emails as spam, your emails will be blocked from being delivered, so validate email addresses (and use the right <a href="https://www.findymail.com/blog/guide-to-build-lead-lists/">techniques to build your lead lists</a>).</li></ul><p>Additional benefits of email verification include cost efficiency by avoiding payment for invalid contacts in your email marketing platform, better analytics with accurate metrics on campaign performance, reputation protection to maintain good sender reputation with ISPs, compliance to meet legal requirements for data quality, and improved ROI by focusing resources on reachable prospects.</p><h2 id="how-to-verify-email-addresses-and-validate-email-format"><strong>How to Verify Email Addresses and Validate Email Format</strong></h2><p>Please don&apos;t say: <em>&quot;I&apos;ll send an email and see if it bounces!&quot;</em> It&apos;s a bad, bad idea that&apos;ll land you in deliverability hell.</p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2025/08/2-5.png" class="kg-image" alt="Email Address Validation: Format, Syntax &amp; Best Practices" loading="lazy" width="800" height="1000" srcset="https://www.findymail.com/blog/content/images/size/w600/2025/08/2-5.png 600w, https://www.findymail.com/blog/content/images/2025/08/2-5.png 800w" sizes="(min-width: 720px) 720px"><figcaption>How to Verify Email Address Formats</figcaption></figure><p>There are much better ways to validate email addresses and check if an email address is valid:</p><h3 id="1-check-the-email-address-format-and-syntax-validation"><strong>1. Check the Email Address Format and Syntax Validation</strong></h3><p>Scroll up to reference the rules I mentioned (prefix, the @ symbol, and the domain). Then, make sure the email address format complies with the rules.</p><p>Basic email syntax validation steps include verifying presence of exactly one @ symbol, checking that the prefix follows valid email syntax rules with 1-64 characters, ensuring the domain has proper structure with valid TLD, confirming no invalid characters are present, and validating overall email address structure.</p><p>That&apos;s your basic sanity check, but that doesn&apos;t mean the lead&apos;s email is valid. It might still happen that the email address is non-existent or invalid.</p><p>If it is, it will bounce, no matter if the rules are followed to a tee.</p><p>Common invalid email address examples to watch for include missing @ symbol like usernamedomain.com, multiple @ symbols such as <strong>user@name@domain.com</strong>, invalid characters like <strong>user&lt;&gt;@domain.com</strong>, incomplete domain such as <strong>user@domain</strong>, and leading/trailing periods like <strong>.user@domain.com</strong> or <strong>user.@domain.com</strong>.</p><h3 id="2-use-google-search-for-email-verification"><strong>2. Use Google Search for Email Verification</strong></h3><p>You can try to Google the email address, especially if you used the &quot;guessing&quot; method to try and generate an email address for an interesting lead.</p><p>The problem is that most <a href="https://www.findymail.com/blog/best-b2b-contact-databases/">B2B contacts</a> won&apos;t have their email addresses displayed publicly for search bots to index. Even if the email address is correct, it may not be listed in the search results.</p><p>Limitations of Google search for email validation include limited visibility of private email addresses, unsuitability for bulk email verification, time-consuming process for large lists, inability to verify if email is currently active, and may not show corporate email addresses.</p><h3 id="3-use-email-verification-tools-and-email-address-validation-services"><strong>3. Use Email Verification Tools and Email Address Validation Services</strong></h3><p>Your final, and probably the best, option would be to <a href="https://www.findymail.com/">use an email finder and verifier like Findymail</a>.</p><p>Professional email verification tools offer several advantages including real-time email verification and validation, bulk email address validation capabilities, domain verification and MX record checks, syntax validation using advanced algorithms, integration with CRM and marketing platforms, and detailed verification reports and analytics.</p><p>You&apos;ll get two options:</p><h4 id="manually-find-or-verify-email-addresses"><strong>Manually Find or Verify Email Addresses</strong></h4><p>Enter the username (or the lead&apos;s full name) and (the company) domain of the email address into the text boxes and <a href="https://www.findymail.com/email-finder/">search for the email address</a> manually.</p><div class="kg-card kg-callout-card kg-callout-card-red"><div class="kg-callout-emoji">&#x1F449;</div><div class="kg-callout-text"><a href="https://www.findymail.com/"><strong>Findymail</strong></a> will check and verify them for you.</div></div><p>Manual email verification features include individual email address validation, real-time verification results, confidence scoring for each email, alternative email suggestions, and domain health analysis.</p><h4 id="verify-or-source-leads-email-addresses-in-bulk-email-validation"><strong>Verify or Source Leads&apos; Email Addresses in Bulk Email Validation</strong></h4><p>Findymail can also find and verify contacts in bulk while you browse profile pages on tools like Sales Navigator or Apollo, verifying each one automatically as it goes.</p><p>You only need to install Findymail&apos;s Chrome extension, log in with your API key, and export your search results to a CSV file.</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Manually checking a list of 500 leads one by one isn&apos;t a real strategy.</strong><br><br><strong><a href="https://chromewebstore.google.com/detail/findymail-email-phone-fin/ichmnigkjinmjedillldopaolidofben?hl=en">Findymail&apos;s Chrome extension</a></strong> finds and verifies contacts in bulk while you browse supported profile pages, then exports straight to CSV or syncs to your CRM.</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 &#x2192;</a></div><p><strong>Top Email Verification Tools:</strong></p><ul><li><strong><a href="https://www.findymail.com/email-verifier/">Findymail</a>:</strong> Advanced B2B email verifier with advanced catch-all validation</li><li><strong>ZeroBounce:</strong> Comprehensive email validation with detailed analytics</li><li><strong>NeverBounce:</strong> Real-time API integration for instant verification</li></ul><p>Bulk email verification benefits include processing thousands of emails simultaneously, automated email address validation workflows, integration with popular sales tools, CSV upload and download capabilities, API access for custom integrations, and real-time verification status updates.</p><h2 id="how-to-validate-email-addresses-using-regex-patterns"><strong>How to Validate Email Addresses Using Regex Patterns</strong></h2><p>For developers and technical users, regular expressions (regex) provide a powerful way to validate email address format and check email syntax programmatically.</p><p>A basic email validation regex pattern is ^[a-zA-Z0-9._%+-]+@[a-zA-Z0-9.-]+\.[a-zA-Z]{2,}$. This pattern breaks down as follows: ^ marks the start of string, [a-zA-Z0-9._%+-]+ represents valid characters for prefix (one or more), @ is the required @ symbol, [a-zA-Z0-9.-]+ covers valid domain characters (one or more), \. is the required period before TLD, [a-zA-Z]{2,} represents TLD with at least 2 letters, and $ marks the end of string.</p><p>An advanced email validation regex is ^[a-zA-Z0-9]([a-zA-Z0-9._-]*[a-zA-Z0-9])?@[a-zA-Z0-9]([a-zA-Z0-9.-]*[a-zA-Z0-9])?\.[a-zA-Z]{2,}$.</p><p><strong>When to Use Regex for Email Validation:</strong></p><ul><li>Initial form validation in web applications</li><li>Client-side email format checking before server submission</li><li>Pre-filtering large datasets before using verification APIs</li></ul><p>Limitations of regex for email validation include inability to verify if email actually exists, may not catch all edge cases in RFC 5322, doesn&apos;t check domain MX records, cannot validate deliverability, and is best used with additional verification methods.</p><h2 id="common-invalid-email-address-examples-and-how-to-avoid-them"><strong>Common Invalid Email Address Examples and How to Avoid Them</strong></h2><p>Understanding common invalid email addresses helps you identify and prevent validation errors in your email lists.</p><p>The most common invalid email address examples fall into several categories. Missing or multiple @ symbols include usernamedomain.com (missing @), <em>user@@domain.com</em> (double @), and <em>user@domain@com</em> (multiple @).</p><p>Invalid characters encompass <em>user&lt;script&gt;@domain.com </em>(HTML/script tags), <em>user name@domain.com</em> (spaces), and <em>user#@domain.com</em> (invalid special characters).</p><p>Incorrect domain structure covers <em>user@domain</em> (missing TLD), <em>user@.domain.com </em>(starts with period), <em>user@domain..com</em> (consecutive periods), and <em>user@domain-.com</em> (ends with hyphen).</p><p>Prefix format errors include <em>.user@domain.com</em> (starts with period), <em>user.@domain.com</em> (ends with period), and <em>user..name@domain.com</em> (consecutive periods). Invalid TLD or domain examples are <em>user@domain.c</em> (TLD too short), <em>user@123456.com</em> (all-numeric domain), and <em>user@-domain.com</em> (domain starts with hyphen).</p><p>To prevent invalid email address entry, implement real-time validation on forms, use email verification APIs, provide clear format examples, show validation errors immediately, and offer suggestions for common typos.</p><div class="kg-card kg-callout-card kg-callout-card-red"><div class="kg-callout-emoji">&#x1F449;</div><div class="kg-callout-text"><a href="https://app.findymail.com/register">Try Findymail with free credits!</a></div></div><h2 id="email-address-validation-best-practices-and-implementation"><strong>Email Address Validation Best Practices and Implementation</strong></h2><p>Implementing effective email address validation requires a multi-layered approach combining syntax checking, domain verification, and deliverability testing.</p><p>A complete email validation workflow involves four key steps. Syntax validation checks basic email address format, <strong>verifies proper use of @ symbol</strong>, validates prefix and domain structure, and confirms TLD requirements.</p><p>Domain verification includes verifying domain exists via DNS lookup, checking MX record availability, validating domain reputation, and confirming domain is accepting mail.</p><p>Deliverability testing checks if mailbox exists, verifies email is not a <a href="https://www.findymail.com/blog/what-are-catch-all-emails/">catch-all</a>, tests for role-based emails, and confirms email is currently active.</p><p>Quality scoring assigns confidence scores to each email, flags risky or questionable addresses, prioritizes high-quality verified emails, and segments by verification confidence.</p><p>Integration best practices include validating emails at point of collection, re-verifying emails periodically, using APIs for real-time validation, implementing backup verification methods, and monitoring validation accuracy over time.</p><h2 id="the-email-address-format-is-only-your-first-step"><strong>The Email Address Format Is Only Your First Step</strong></h2><p>Before you fire off that email, make sure there&#x2019;s a recipient on the other end. Check the syntax and use the right tool to verify email addresses without sacrificing your deliverability. </p><p>If you also adhere to the best practices like <a href="https://www.findymail.com/blog/email-warmup/">inbox warmup</a>, your delivery rate will skyrocket!</p><p>Next steps after email validation include implementing <strong>email warmup procedures</strong>, setting up proper authentication (SPF, DKIM, DMARC), monitoring deliverability metrics, maintaining clean email lists ongoing, and using double opt-in for new subscribers.</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>A validated list of the wrong people is still a validated list of the wrong people.</strong><br><br>Once your addresses check out, <strong><a href="https://www.findymail.com/">Findymail</a> </strong>helps confirm they belong to contacts who actually match your ICP, so verification and targeting happen in the same step.</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">Build Your List &#x2192;</a></div><h2 id="frequently-asked-questions-faq"><strong>Frequently Asked Questions (FAQ)</strong></h2><h3 id="how-often-should-i-validate-my-email-list"><strong>How often should I validate my email list?</strong></h3><p>You should validate email addresses at the point of collection and re-verify your email list every 3-6 months.</p><p>Email addresses can become invalid over time due to job changes, domain expiration, or mailbox deactivation. Regular validation helps maintain high deliverability and sender reputation.</p><h3 id="can-i-use-the-same-validation-method-for-personal-and-business-emails"><strong>Can I use the same validation method for personal and business emails?</strong></h3><p>While the basic syntax rules apply to both personal and business emails, corporate email addresses often have additional security measures and may require different validation approaches. Business emails typically use custom domains and may have stricter filtering policies that affect deliverability verification.</p><h3 id="what-happens-if-i-send-emails-to-invalid-addresses"><strong>What happens if I send emails to invalid addresses?</strong></h3><p>Sending emails to invalid addresses results in hard bounces, which damage your sender reputation with email service providers.</p><p>High bounce rates can lead to your emails being marked as spam, reduced deliverability for future campaigns, and potential blacklisting of your domain.</p><h3 id="is-there-a-difference-between-email-syntax-validation-and-email-deliverability-testing"><strong>Is there a difference between email syntax validation and email deliverability testing?</strong></h3><p>Yes, syntax validation only checks if an email follows the correct format rules, while deliverability testing verifies that the email address actually exists and can receive messages.</p><p>Syntax validation is the first step, but deliverability testing provides confirmation that emails will reach real recipients.</p><h3 id="do-free-email-validation-tools-provide-accurate-results"><strong>Do free email validation tools provide accurate results?</strong></h3><p>Free email validation tools typically offer basic syntax checking but lack advanced features like real-time deliverability verification, bulk processing capabilities, and detailed reporting.</p><p>Professional paid tools generally provide more accurate results and comprehensive validation features for serious email marketing efforts.</p><p></p><p></p><p></p>]]></content:encoded></item><item><title><![CDATA[Top 16 Clearbit Alternatives in 2026 (Findymail, Apollo.io, Kaspr & More)]]></title><description><![CDATA[Whether you're looking for better pricing, more accurate data, enhanced automation features, or simply exploring what else is available, this comprehensive guide will help you navigate the complex landscape of B2B data enrichment tools.]]></description><link>https://www.findymail.com/blog/clearbit-alternatives/</link><guid isPermaLink="false">684c22852fad8c5379bf540b</guid><dc:creator><![CDATA[Valentin]]></dc:creator><pubDate>Thu, 30 Jul 2026 05:00:00 GMT</pubDate><media:content url="https://www.findymail.com/blog/content/images/2026/02/Clearbit-Alternatives--1-.png" medium="image"/><content:encoded><![CDATA[<img src="https://www.findymail.com/blog/content/images/2026/02/Clearbit-Alternatives--1-.png" alt="Top 16 Clearbit Alternatives in 2026 (Findymail, Apollo.io, Kaspr &amp; More)"><p>Your B2B data enrichment tool is more than just a contact database. It&apos;s your sales intelligence headquarters, your prospecting engine, and often the difference between hitting or missing your revenue targets.</p><p>But with so many alternatives to Clearbit flooding the market, choosing the right one for your specific needs isn&apos;t straightforward.</p><p>Whether you&apos;re looking for better pricing, more accurate data, enhanced automation features, or simply exploring what else is available, this comprehensive guide will help you navigate the complex landscape of B2B data enrichment tools.</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Most Clearbit alternatives promise better data, Findymail guarantees it!</strong><br><br><strong><a href="https://www.findymail.com">Findymail</a> </strong>verifies every contact in real time and backs every email with a sub-5% bounce rate guarantee, so your outreach is built on something solid from day one.</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; Top 16 Clearbit Alternatives in 2026</strong><br><br><strong>The 16 Alternatives:</strong><br>1. Findymail<br>2. Clearout<br>3. Apollo.io<br>4. Kaspr<br>5. Lusha<br>6. Cognism<br>7. UpLead<br>8. Lead411<br>9. Instantly<br>10. PhantomBuster<br>11. Snov.io<br>12. LeadIQ<br>13. Skyvia<br>14. Saleshandy<br>15. Seamless.AI<br>16. ZoomInfo</div></div><h2 id="best-clearbit-alternatives-feature-comparison-table"><strong>Best Clearbit Alternatives: Feature Comparison Table</strong></h2><!--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 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;&#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></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;">Clearout</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;&#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;&#x2B50;</span></p></td></tr>
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</tbody></table><!--kg-card-end: html--><h2 id="1-findymailthe-best-clearbit-alternative"><strong>1. Findymail - The Best Clearbit Alternative</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-2.png" class="kg-image" alt="Top 16 Clearbit Alternatives in 2026 (Findymail, Apollo.io, Kaspr &amp; More)" loading="lazy" width="2000" height="1043" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/06/Apollo-Alternatives_-Findymail-2.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/Apollo-Alternatives_-Findymail-2.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/Apollo-Alternatives_-Findymail-2.png 1600w, https://www.findymail.com/blog/content/images/2026/06/Apollo-Alternatives_-Findymail-2.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><strong>Let&apos;s talk about the Clearbit alternative</strong> that makes me want to do a happy dance: <a href="https://www.findymail.com">Findymail</a>.</p><p>I know how frustrating it is when your prospecting tool charges you for duplicates and unverified emails, or when your outreach constantly bounces back. That&apos;s exactly why Findymail was built to solve these problems once and for all.</p><p><strong>Findymail stands out as the premier Clearbit alternative</strong>, combining exceptional data accuracy with user-friendly automation features.</p><p>Unlike many competitors that struggle with data freshness, Findymail maintains a constantly updated database that <a href="https://www.findymail.com/email-finder/">delivers verified emails</a> with remarkably low bounce rates.</p><p>What sets Findymail apart is its focus on practical solutions for real sales challenges.</p><p>While other tools promise extensive features, <strong>Findymail delivers on the fundamentals that matter most</strong>: accurate contact data, seamless integrations, and reliable customer support that actually responds when you need help.</p><h3 id="key-features"><strong>Key Features</strong></h3><ul><li><strong>Bulk email and phone number finder</strong> with industry-leading accuracy rates</li><li><strong>LinkedIn and Sales Navigator export</strong> that works consistently without platform violations</li><li><strong>Verified emails with low bounce rate</strong> to protect your sender reputation</li><li><strong>Chrome extension</strong> for instant prospecting while browsing</li><li><strong>Google Sheets integration</strong> for teams that live in spreadsheets</li><li><strong>API for custom automations</strong> that scales with your technical requirements</li><li><strong>Direct CRM sync</strong> with popular platforms like Salesforce and HubSpot</li></ul><h3 id="pros"><strong>Pros</strong></h3><ul><li><strong>Highly accurate and fresh data</strong> that outperforms most competitors in real-world testing</li><li><strong>Excellent customer support</strong> with responsive team members who understand B2B sales challenges</li><li><strong>Automation-friendly</strong> design that integrates smoothly into existing workflows</li></ul><h3 id="best-for"><strong>Best for</strong></h3><p>Sales teams, recruiters, and growth marketers who need reliable, verified contact data without the complexity of enterprise-level tools.</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Clearbit charges you whether the data is good or not. Findymail only charges for what works!</strong><br><br>Real-time verification, a guaranteed sub-5% bounce rate, and pricing that scales with your team. <strong><a href="https://www.findymail.com">Findymail</a> </strong>is the Clearbit alternative that actually delivers on its promises.</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-clearout"><strong>2. </strong>Clearout</h2><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/07/Clearout-LP.png" class="kg-image" alt="Top 16 Clearbit Alternatives in 2026 (Findymail, Apollo.io, Kaspr &amp; More)" loading="lazy" width="2000" height="1064" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Clearout-LP.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Clearout-LP.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Clearout-LP.png 1600w, https://www.findymail.com/blog/content/images/2026/07/Clearout-LP.png 2300w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://clearout.io/">Clearout</a></figcaption></figure><h3 id="overview-1">Overview</h3><p>Clearout takes a validate-first approach to B2B prospecting, making it the top Clearbit alternative for teams that want to stop wasting enrichment budget on invalid data.</p><p>While traditional platforms like Clearbit follow an enrich-first model, charging users to enrich bad or unreachable contacts. Clearout ensures data is verified at the point of capture before it enters your CRM or outbound sequences. With 99.73% email verification accuracy, Clearout stops disposable emails, spam traps, and risky catch-all addresses early, protecting sender reputation and maximizing deliverability.</p><p>Clearout also offers a complete lead quality and prospecting ecosystem. It combines real-time form validation with Form Guard and continuous CRM data quality monitoring through Data Pulse into one cost-effective, usage-based platform. </p><p><strong>Key Features</strong></p><ul><li><strong>&#x200B;AI-Powered Email Verification:</strong> Real-time 20+ email validation checks with 99.73% accuracy with instant and bulk for better CRM hygiene</li><li><strong>&#x200B;Bulk List Verification:</strong> Validate your historical contact list with Clearout to maintain sender reputation with no bounce rate and better deliverability</li><li>&#x200B;<strong>Real-time Form Protection with Form Guard:</strong> Ensure every form submission starts with clean, verified contact data and gains deeper insights with Form Analytics, Lost Lead Recovery, and Form Forensics to maximize lead generation and improve form performance.</li><li><strong>&#x200B;Automatic CRM Contact Validation with Data Pulse:</strong> Maintain a healthy CRM with continuous, real-time contact verification via 2-way sync for HubSpot and Salesforce, ensuring new records stay accurate from day one. Includes a 14-day free trial.</li><li><strong><strong><strong>Real-time Email Finder: </strong></strong></strong>Find pre-verified B2B email addresses in real time using a prospect&apos;s name and company name or domain, ensuring every email is verified and outreach-ready.</li><li>&#x200B;<strong>LinkedIn Email Finder: </strong>In-app prospecting with advanced 15+ search filters and LinkedIn chrome extension prospecting on LinkedIn and Sales Navigator</li><li>&#x200B;<strong>Enterprise-Grade Compliance:</strong> Certified in GDPR, SOC 2 Type II, ISO 27001:2022, and ISO 27701:2019 with SSL level encryption.</li></ul><h3 id="pros-1">Pros</h3><ul><li><strong>Eliminates Wasted Spend:</strong> Pay only for valid and enriched contacts rather than paying for invalid or dead-end leads</li><li><strong>Maximizes Deliverability:</strong> Prevents bounces before campaign execution, leading to higher open rates and protected domain health</li><li><strong>Comprehensive GTM Teams Toolkit:</strong> Replaces separate tools for email verification, phone number lookup, form validation, and lead enrichment</li></ul><h3 id="cons">Cons</h3><ul><li><strong>Focused on Data Quality:</strong> Does not offer native multi-step cold email sending.</li></ul><h3 id="best-for-1">Best for </h3><p>GTM, Sales, Marketing, RevOps, and recruiting teams looking for a Clearbit alternative that fixes data quality at the point of capture. Clearout is ideal for businesses that want to validate, enrich, and protect lead pipelines in a single platform without paying expensive per-lead enrichment fees on bad data.</p><h2 id="3-apolloio">3. Apollo.io</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--1.png" class="kg-image" alt="Top 16 Clearbit Alternatives in 2026 (Findymail, Apollo.io, Kaspr &amp; More)" loading="lazy" width="2000" height="1070" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/06/Lusha-Alternatives_-Apollo--1--1.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/Lusha-Alternatives_-Apollo--1--1.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/Lusha-Alternatives_-Apollo--1--1.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/06/Lusha-Alternatives_-Apollo--1--1.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.apollo.io/">Apollo.io</a></figcaption></figure><h3 id="overview-2"><strong>Overview</strong></h3><p>Apollo.io positions itself as a comprehensive sales engagement and intelligence platform, offering one of the largest B2B contact databases available.</p><p>The platform combines prospecting, outreach, and analytics in a single solution, making it attractive for teams wanting to consolidate their sales stack.</p><p>The platform excels at high-volume outreach scenarios where sales teams need to manage large prospect lists and automated sequences. However, this broad approach sometimes comes at the cost of specialized features that dedicated tools handle better.</p><h3 id="key-features-1"><strong>Key Features</strong></h3><ul><li><strong>Large B2B database</strong> with extensive global coverage</li><li><strong>Advanced filtering and segmentation</strong> for precise prospect targeting</li><li><strong>Email and call automation</strong> with sequence management</li><li><strong>LinkedIn Chrome extension</strong> for social selling integration</li><li><strong>CRM integrations</strong> with major platforms including Salesforce and HubSpot</li><li><strong>Intent data and analytics</strong> for timing outreach efforts</li></ul><h3 id="pros-2"><strong>Pros</strong></h3><ul><li><strong>Extensive contact database</strong> that covers most industries and geographic regions</li><li><strong>Powerful outreach automation</strong> that can handle complex multi-channel campaigns</li><li><strong>Affordable entry-level plans</strong> that make it accessible for smaller teams</li></ul><h3 id="cons-1"><strong>Cons</strong></h3><ul><li><strong>Data can be outdated or incorrect</strong>, particularly for smaller companies or newer contacts</li><li><strong>Export limits on some plans</strong> that can frustrate teams with large prospect volumes</li><li><strong>Additional costs for personal phone numbers</strong> and premium features</li><li><strong>Performance slowdowns during peak usage</strong> affecting user experience</li></ul><h3 id="best-for-2"><strong>Best for</strong></h3><p>Sales teams focused on high-volume outreach and engagement who need an all-in-one platform more than specialized accuracy.</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-2.png" class="kg-image" alt="Top 16 Clearbit Alternatives in 2026 (Findymail, Apollo.io, Kaspr &amp; More)" loading="lazy" width="2000" height="1072" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/06/Apollo-Alternatives_-Kaspr-2.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/Apollo-Alternatives_-Kaspr-2.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/Apollo-Alternatives_-Kaspr-2.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/06/Apollo-Alternatives_-Kaspr-2.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 specializes in real-time marketing data enrichment, adding over 100 attributes to leads and accounts as they enter your system.</p><p>The platform focuses heavily on integration with existing marketing automation and CRM systems, making it particularly valuable for marketing teams who need detailed segmentation capabilities.</p><p>Unlike tools that simply provide contact information, Kaspr enriches profiles with behavioral data, technographic information, and intent signals that help teams understand not just who their prospects are, but when they might be ready to buy.</p><h3 id="key-features-2"><strong>Key Features</strong></h3><ul><li><strong>Real-time data enrichment</strong> that updates profiles automatically</li><li><strong>250+ data sources</strong> feeding into 395M+ contact database</li><li><strong>CRM and marketing automation integrations</strong> with seamless data flow</li><li><strong>Intent signals and website visitor identification</strong> for timing outreach</li><li><strong>API for custom workflows</strong> that adapt to unique business processes</li></ul><h3 id="pros-3"><strong>Pros</strong></h3><ul><li><strong>Highly detailed and fresh data</strong> that goes beyond basic contact information</li><li><strong>Seamless CRM and marketing automation integration</strong> reducing manual data entry</li><li><strong>Excellent for segmentation and lead scoring</strong> with rich attribute data</li></ul><h3 id="cons-2"><strong>Cons</strong></h3><ul><li><strong>May lack coverage for startups or new businesses</strong> that haven&apos;t established digital footprints</li><li><strong>Some data can be incomplete for large enterprises</strong> with complex organizational structures</li><li><strong>Chrome-only for some features</strong> limiting flexibility for non-Chrome users</li><li><strong>Occasional setup quirks</strong> that require technical troubleshooting</li></ul><h3 id="best-for-3"><strong>Best for</strong></h3><p>Marketing and sales teams prioritizing detailed data enrichment and sophisticated segmentation over simple contact finding.</p><h2 id="5-lusha"><strong>5. 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-1.png" class="kg-image" alt="Top 16 Clearbit Alternatives in 2026 (Findymail, Apollo.io, Kaspr &amp; More)" loading="lazy" width="2000" height="1054" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/06/Apollo-Alternatives_-Lusha-1.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/Apollo-Alternatives_-Lusha-1.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/Apollo-Alternatives_-Lusha-1.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/06/Apollo-Alternatives_-Lusha-1.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.lusha.com/hp/">Lusha</a></figcaption></figure><h3 id="overview-4"><strong>Overview</strong></h3><p>Lusha built its reputation on simplicity and accuracy, focusing on providing verified contact information without overwhelming users with unnecessary complexity.</p><p>The platform emphasizes GDPR and CCPA compliance, making it particularly attractive for teams operating in regulated industries or global markets.</p><p>The tool&apos;s strength lies in its straightforward approach to B2B prospecting. While competitors add layers of features, Lusha concentrates on doing the basics exceptionally well: finding accurate emails and phone numbers quickly.</p><h3 id="key-features-3"><strong>Key Features</strong></h3><ul><li><strong>Verified contact data</strong> including emails and phone numbers with high accuracy rates</li><li><strong>Chrome extension</strong> for seamless LinkedIn and web prospecting</li><li><strong>Advanced lead enrichment</strong> with relevant business context</li><li><strong>Bulk enrichment and CSV export</strong> for large-scale data processing</li><li><strong>CRM integrations</strong> with popular sales platforms</li></ul><h3 id="pros-4"><strong>Pros</strong></h3><ul><li><strong>High data accuracy</strong> that consistently delivers valid contact information</li><li><strong>Simple, intuitive interface</strong> that requires minimal training</li><li><strong>Quick setup and onboarding</strong> getting teams productive within hours</li><li><strong>GDPR and CCPA compliant</strong> providing legal peace of mind</li></ul><h3 id="cons-3"><strong>Cons</strong></h3><ul><li><strong>Data accuracy varies for niche industries</strong> or specialized roles</li><li><strong>Higher cost for advanced features</strong> compared to some competitors</li><li><strong>Limited reach for smaller companies</strong> or emerging markets</li></ul><h3 id="best-for-4"><strong>Best for</strong></h3><p>Sales and marketing teams needing fast, accurate contact data without complex feature requirements or compliance concerns.</p><h2 id="6-cognism"><strong>6. Cognism</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_-Cognism-2.png" class="kg-image" alt="Top 16 Clearbit Alternatives in 2026 (Findymail, Apollo.io, Kaspr &amp; More)" loading="lazy" width="2000" height="1071" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/06/Apollo-Alternatives_-Cognism-2.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/Apollo-Alternatives_-Cognism-2.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/Apollo-Alternatives_-Cognism-2.png 1600w, https://www.findymail.com/blog/content/images/2026/06/Apollo-Alternatives_-Cognism-2.png 2349w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.cognism.com/">Cognism</a></figcaption></figure><h3 id="overview-5"><strong>Overview</strong></h3><p>Cognism has carved out a strong position in the European market by prioritizing compliance and data quality over database size.</p><p>The platform offers &quot;Diamond Data&#xAE;&quot; - phone-verified contacts that provide higher connection rates than standard database entries.</p><p>The tool particularly excels in regulated markets where compliance isn&apos;t optional.</p><p>Teams operating across multiple European countries find Cognism&apos;s approach to GDPR compliance and data sourcing especially valuable.</p><h3 id="key-features-4"><strong>Key Features</strong></h3><ul><li><strong>GDPR and CCPA-compliant data</strong> with transparent sourcing</li><li><strong>Phone-verified contacts</strong> through Diamond Data&#xAE; offering</li><li><strong>Intent data and sales triggers</strong> for timing outreach efforts</li><li><strong>Chrome extension</strong> for LinkedIn prospecting and export</li><li><strong>CRM integrations and bulk enrichment</strong> for workflow automation</li></ul><h3 id="pros-5"><strong>Pros</strong></h3><ul><li><strong>High-quality, compliant data</strong> that meets strict regulatory requirements</li><li><strong>Strong European coverage</strong> with local market expertise</li><li><strong>Advanced intent and trigger data</strong> for sophisticated sales strategies</li></ul><h3 id="cons-4"><strong>Cons</strong></h3><ul><li><strong>Complex implementation</strong> that can overwhelm smaller teams</li><li><strong>Pricing not transparent</strong> requiring sales conversations for accurate costs</li><li><strong>Occasional data inaccuracies</strong> despite verification processes</li><li><strong>Demo required for full feature access</strong> creating barriers to evaluation</li></ul><h3 id="best-for-5"><strong>Best for</strong></h3><p>Teams needing compliant, high-quality data, especially those operating in European markets or regulated industries.</p><h2 id="7-uplead"><strong>7. 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-2.png" class="kg-image" alt="Top 16 Clearbit Alternatives in 2026 (Findymail, Apollo.io, Kaspr &amp; More)" loading="lazy" width="2000" height="1078" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/06/Apollo-Alternatives_-UpLead-2.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/Apollo-Alternatives_-UpLead-2.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/Apollo-Alternatives_-UpLead-2.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/06/Apollo-Alternatives_-UpLead-2.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.uplead.com/">UpLead</a></figcaption></figure><h3 id="overview-6"><strong>Overview</strong></h3><p>UpLead positions itself as the accuracy-focused alternative to larger, less precise databases.</p><p>The platform emphasizes real-time email verification and transparent pricing, appealing to teams frustrated with competitors&apos; hidden costs and unreliable data.</p><p>The tool&apos;s approach centers on quality over quantity, maintaining a smaller but more accurate database rather than chasing the largest possible contact count.</p><h3 id="key-features-5"><strong>Key Features</strong></h3><ul><li><strong>Enhanced and verified database</strong> with emphasis on data quality</li><li><strong>Real-time email verification</strong> preventing bounces and protecting sender reputation</li><li><strong>Advanced filters</strong> for precise prospect targeting with 50+ search criteria</li><li><strong>CRM integration</strong> with popular sales platforms</li><li><strong>Export and API capabilities</strong> for custom workflow integration</li><li><strong>Access to telephone numbers</strong> including direct lines and mobile contacts</li><li><strong>LinkedIn prospecting</strong> with Chrome extension support</li></ul><h3 id="pros-6"><strong>Pros</strong></h3><ul><li><strong>Accurate, up-to-date data</strong> that consistently outperforms larger databases</li><li><strong>Intuitive, easy-to-use interface</strong> requiring minimal training</li><li><strong>Good value for money</strong> with transparent pricing and feature sets</li></ul><h3 id="cons-5"><strong>Cons</strong></h3><ul><li><strong>Smaller database than market leaders</strong> potentially limiting coverage for niche industries</li><li><strong>Restrictive credit system</strong> that can frustrate high-volume users</li><li><strong>Variable phone number quality</strong> depending on geographic region</li><li><strong>No unlimited free plan</strong> unlike some competitors</li></ul><h3 id="best-for-6"><strong>Best for</strong></h3><p>SMBs and teams prioritizing data accuracy and simple workflows over massive database coverage.</p><h2 id="8-lead411"><strong>8. 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_-Lead411-2.png" class="kg-image" alt="Top 16 Clearbit Alternatives in 2026 (Findymail, Apollo.io, Kaspr &amp; More)" loading="lazy" width="2000" height="1121" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/06/Apollo-Alternatives_-Lead411-2.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/Apollo-Alternatives_-Lead411-2.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/Apollo-Alternatives_-Lead411-2.png 1600w, https://www.findymail.com/blog/content/images/2026/06/Apollo-Alternatives_-Lead411-2.png 2377w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.lead411.com/">Lead411</a></figcaption></figure><h3 id="overview-7"><strong>Overview</strong></h3><p>Lead411 combines traditional B2B data provision with modern intent signals, offering comprehensive contact and company information alongside triggers that indicate when prospects might be ready to buy.</p><p>The platform particularly excels at providing direct cell phone numbers and real-time company event notifications, making it valuable for teams focused on immediate outreach to decision makers.</p><h3 id="key-features-6"><strong>Key Features</strong></h3><ul><li><strong>Real-time email verification</strong> ensuring deliverability and sender reputation protection</li><li><strong>Direct cell phone numbers</strong> for higher-level executives and decision makers</li><li><strong>Company event triggers</strong> including funding, leadership changes, and expansion signals</li><li><strong>Chrome extension</strong> for browser-based prospecting workflows</li><li><strong>CRM integrations</strong> with major sales platforms</li></ul><h3 id="pros-7"><strong>Pros</strong></h3><ul><li><strong>Unlimited data on some plans</strong> providing exceptional value for high-volume users</li><li><strong>Comprehensive intent data</strong> helping teams time outreach for maximum impact</li><li><strong>Robust CRM integrations</strong> that sync seamlessly with existing workflows</li></ul><h3 id="cons-6"><strong>Cons</strong></h3><ul><li><strong>Data accuracy can be inconsistent</strong> particularly for international contacts</li><li><strong>Outdated interface</strong> that feels clunky compared to modern alternatives</li><li><strong>Expensive for some users</strong> especially smaller teams with limited budgets</li><li><strong>Limited international coverage</strong> with primary focus on US market</li></ul><h3 id="best-for-7"><strong>Best for</strong></h3><p>US-focused sales teams and agencies needing intent-driven prospecting with direct phone access to executives.</p><h2 id="9-instantly"><strong>9. Instantly</strong></h2><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/06/Clearbit-Alternatives_-Instantly.png" class="kg-image" alt="Top 16 Clearbit Alternatives in 2026 (Findymail, Apollo.io, Kaspr &amp; More)" loading="lazy" width="2000" height="1122" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/06/Clearbit-Alternatives_-Instantly.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/Clearbit-Alternatives_-Instantly.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/Clearbit-Alternatives_-Instantly.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/06/Clearbit-Alternatives_-Instantly.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://instantly.ai/">Instantly</a></figcaption></figure><h3 id="overview-8"><strong>Overview</strong></h3><p>Instantly takes a different approach by combining cold email automation with a built-in B2B lead database.</p><p>The platform is designed specifically for high-volume email campaigns, offering unlimited sender accounts to maximize deliverability and avoid spam filters.</p><p>Rather than competing on database size alone, Instantly focuses on the complete email outreach workflow from prospecting to delivery optimization.</p><h3 id="key-features-7"><strong>Key Features</strong></h3><ul><li><strong>Unlimited sender accounts</strong> for maximum email deliverability across campaigns</li><li><strong>Extensive B2B lead database</strong> integrated directly into email workflows</li><li><strong>Time-based sending</strong> to optimize for recipient time zones and engagement patterns</li><li><strong>Deliverability optimization</strong> with built-in warming and reputation management</li><li><strong>Analytics and reporting</strong> for campaign performance tracking</li></ul><h3 id="pros-8"><strong>Pros</strong></h3><ul><li><strong>Unlimited sender accounts</strong> providing significant deliverability advantages</li><li><strong>Extensive B2B lead database</strong> that eliminates need for separate prospecting tools</li><li><strong>Optimal time-based sending</strong> improving open and response rates</li></ul><h3 id="cons-7"><strong>Cons</strong></h3><ul><li><strong>No multichannel outreach</strong> limiting campaigns to email only</li><li><strong>High price for an email automation tool</strong> compared to specialized alternatives</li><li><strong>Lacks sufficient direct integrations</strong> with popular CRM and sales tools</li><li><strong>Expensive add-ons</strong> that can quickly increase total cost of ownership</li><li><strong>Reports of landing in spam</strong> despite deliverability features</li><li><strong>Slow customer support</strong> affecting user experience and problem resolution</li></ul><h3 id="best-for-8"><strong>Best for</strong></h3><p>Agencies and SMBs running large-scale cold email campaigns who need integrated prospecting and sending capabilities.</p><h2 id="10-phantombuster"><strong>10. PhantomBuster</strong></h2><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/06/Clearbit-Alternatives_-PhantomBuster.png" class="kg-image" alt="Top 16 Clearbit Alternatives in 2026 (Findymail, Apollo.io, Kaspr &amp; More)" loading="lazy" width="2000" height="1074" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/06/Clearbit-Alternatives_-PhantomBuster.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/Clearbit-Alternatives_-PhantomBuster.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/Clearbit-Alternatives_-PhantomBuster.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/06/Clearbit-Alternatives_-PhantomBuster.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://phantombuster.com/">PhantomBuster</a></figcaption></figure><h3 id="overview-9"><strong>Overview</strong></h3><p>PhantomBuster operates in a different category entirely, functioning as an automation and scraping platform for extracting data from LinkedIn, Twitter, and other web sources.</p><p>Rather than maintaining its own database, it automates the process of gathering information from public sources.</p><p>This approach provides maximum flexibility for teams with specific data requirements, but requires more technical knowledge and careful attention to platform compliance.</p><h3 id="key-features-8"><strong>Key Features</strong></h3><ul><li><strong>Social media automation</strong> across LinkedIn, Twitter, and other platforms</li><li><strong>Multi-step workflows</strong> combining &quot;Phantoms&quot; and &quot;Flows&quot; for complex automation</li><li><strong>LinkedIn and web scraping</strong> capabilities for custom data extraction</li><li><strong>Integration with Google Sheets and CRMs</strong> for automated data flow</li></ul><h3 id="pros-9"><strong>Pros</strong></h3><ul><li><strong>Highly flexible automation</strong> that can be customized for unique business requirements</li><li><strong>Multi-channel prospecting</strong> across various social and web platforms</li><li><strong>No-code workflow builder</strong> making automation accessible to non-technical users</li></ul><h3 id="cons-8"><strong>Cons</strong></h3><ul><li><strong>Steep learning curve</strong> requiring significant time investment to master</li><li><strong>Risk of violating platform terms</strong> if automation isn&apos;t configured carefully</li><li><strong>Not a dedicated email finder</strong> lacking the specialized features of purpose-built tools</li></ul><h3 id="best-for-9"><strong>Best for</strong></h3><p>Advanced users needing custom automation and data extraction beyond what traditional B2B databases provide.</p><h2 id="11-snovio"><strong>11. 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-2.png" class="kg-image" alt="Top 16 Clearbit Alternatives in 2026 (Findymail, Apollo.io, Kaspr &amp; More)" loading="lazy" width="2000" height="1077" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/06/Apollo-Alternatives_-Snov.io-2.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/Apollo-Alternatives_-Snov.io-2.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/Apollo-Alternatives_-Snov.io-2.png 1600w, https://www.findymail.com/blog/content/images/2026/06/Apollo-Alternatives_-Snov.io-2.png 2392w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://snov.io/">Snov.io</a></figcaption></figure><h3 id="overview-10"><strong>Overview</strong></h3><p>Snov.io attempts to be an all-in-one solution, combining email finding, verification, and outreach in a single platform.</p><p>The tool appeals to teams wanting to consolidate their prospecting and engagement stack into one provider.</p><p>While this integrated approach has advantages, it sometimes means individual features aren&apos;t as specialized as dedicated tools in each category.</p><h3 id="key-features-9"><strong>Key Features</strong></h3><ul><li><strong>Email finder and verifier</strong> with integrated accuracy checking</li><li><strong>Drip email campaigns</strong> for automated follow-up sequences</li><li><strong>Chrome extension</strong> for LinkedIn and web-based prospecting</li><li><strong>API and integrations</strong> for connecting with existing tools and workflows</li></ul><h3 id="pros-10"><strong>Pros</strong></h3><ul><li><strong>Responsive customer support</strong> that addresses issues quickly and effectively</li><li><strong>Multiple implementation and integration options</strong> providing flexibility for different team setups</li><li><strong>Customizable templates</strong> for personalizing outreach campaigns</li></ul><h3 id="cons-9"><strong>Cons</strong></h3><ul><li><strong>No refund for cancellations</strong> creating risk for teams unsure about long-term fit</li><li><strong>Integration with Chrome extension and Zapier needs improvement</strong> affecting workflow automation</li><li><strong>UI could be more intuitive</strong> requiring more training than competitive alternatives</li><li><strong>Data quality needs improvement</strong> with inconsistent accuracy across different sources</li></ul><h3 id="best-for-10"><strong>Best for</strong></h3><p>Startups and small teams needing both prospecting and outreach tools in a single, affordable package.</p><h2 id="12-leadiq"><strong>12. 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-2.png" class="kg-image" alt="Top 16 Clearbit Alternatives in 2026 (Findymail, Apollo.io, Kaspr &amp; More)" loading="lazy" width="2000" height="1022" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/06/Apollo-Alternatives_-LeadIQ-2.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/Apollo-Alternatives_-LeadIQ-2.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/Apollo-Alternatives_-LeadIQ-2.png 1600w, https://www.findymail.com/blog/content/images/2026/06/Apollo-Alternatives_-LeadIQ-2.png 2319w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://leadiq.com/">LeadIQ</a></figcaption></figure><h3 id="overview-11"><strong>Overview</strong></h3><p>LeadIQ specializes in LinkedIn prospecting and CRM synchronization, focusing on the workflow challenges that sales teams face when moving from social selling to actual pipeline management.</p><p>The platform emphasizes real-time data capture and AI-powered content creation.</p><p>Rather than competing on database size, LeadIQ concentrates on making the prospecting-to-outreach workflow as seamless as possible.</p><h3 id="key-features-10"><strong>Key Features</strong></h3><ul><li><strong>LinkedIn data capture</strong> with automated profile information extraction</li><li><strong>Real-time enrichment</strong> that updates contact information as prospects are added</li><li><strong>CRM sync</strong> with major platforms including Salesforce and HubSpot</li><li><strong>AI sequence writer</strong> for personalized email content creation</li></ul><h3 id="pros-11"><strong>Pros</strong></h3><ul><li><strong>Seamless integration with LinkedIn and sales workflows</strong> reducing manual data entry</li><li><strong>AI-powered email generation</strong> that creates personalized content at scale</li><li><strong>Strong focus on B2B lead generation</strong> with features designed specifically for sales teams</li></ul><h3 id="cons-10"><strong>Cons</strong></h3><ul><li><strong>Limited data enrichment capabilities</strong> compared to comprehensive database providers</li><li><strong>Higher cost per user for small teams</strong> making it expensive for startups</li><li><strong>Primarily focused on professional data</strong> with limited personal contact information</li></ul><h3 id="best-for-11"><strong>Best for</strong></h3><p>Sales teams prospecting primarily on LinkedIn who need seamless CRM integration and AI-powered content creation.</p><h2 id="13-skyvia"><strong>13. Skyvia</strong></h2><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/06/Clearbit-Alternatives_-Skyvia.png" class="kg-image" alt="Top 16 Clearbit Alternatives in 2026 (Findymail, Apollo.io, Kaspr &amp; More)" loading="lazy" width="2000" height="1097" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/06/Clearbit-Alternatives_-Skyvia.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/Clearbit-Alternatives_-Skyvia.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/Clearbit-Alternatives_-Skyvia.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/06/Clearbit-Alternatives_-Skyvia.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://skyvia.com/">Skyvia</a></figcaption></figure><h3 id="overview-12"><strong>Overview</strong></h3><p>Skyvia operates in a different category as a data integration and automation platform rather than a traditional email finder. The tool connects cloud applications, databases, and CRMs to create automated data flows and enrichment processes.</p><p>While not a direct Clearbit alternative, Skyvia can be valuable for teams needing to synchronize data across multiple systems and create custom enrichment workflows.</p><h3 id="key-features-11"><strong>Key Features</strong></h3><ul><li><strong>Data integration and ETL</strong> capabilities for connecting disparate systems</li><li><strong>Cloud-to-cloud sync</strong> for maintaining consistency across platforms</li><li><strong>Data backup and restoration</strong> for protecting critical business information</li><li><strong>API connectors</strong> for building custom integrations</li></ul><h3 id="pros-12"><strong>Pros</strong></h3><ul><li><strong>Easy to use and flexible platform</strong> that accommodates various technical skill levels</li><li><strong>Supports a wide range of data sources</strong> including popular business applications</li><li><strong>Powerful integration features</strong> for complex multi-system environments</li></ul><h3 id="cons-11"><strong>Cons</strong></h3><ul><li><strong>Not an email finder or outreach tool</strong> requiring additional solutions for prospecting</li><li><strong>Requires technical setup</strong> that may overwhelm non-technical teams</li><li><strong>Limited for direct sales prospecting</strong> compared to purpose-built sales tools</li></ul><h3 id="best-for-12"><strong>Best for</strong></h3><p>Teams needing data integration and workflow automation between multiple business systems rather than direct prospecting capabilities.</p><h2 id="14-saleshandy"><strong>14. Saleshandy</strong></h2><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/06/Clearbit-Alternatives_-Saleshandy.png" class="kg-image" alt="Top 16 Clearbit Alternatives in 2026 (Findymail, Apollo.io, Kaspr &amp; More)" loading="lazy" width="2000" height="1143" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/06/Clearbit-Alternatives_-Saleshandy.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/Clearbit-Alternatives_-Saleshandy.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/Clearbit-Alternatives_-Saleshandy.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/06/Clearbit-Alternatives_-Saleshandy.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.saleshandy.com/">Saleshandy</a></figcaption></figure><h3 id="overview-13"><strong>Overview</strong></h3><p>Saleshandy focuses specifically on cold email automation and outreach, combining basic email finding capabilities with sophisticated campaign management features. The platform emphasizes deliverability and analytics to help teams optimize their cold outreach efforts.</p><p>The tool appeals to teams primarily focused on email campaigns rather than comprehensive data enrichment or multi-channel prospecting.</p><h3 id="key-features-12"><strong>Key Features</strong></h3><ul><li><strong>Cold email sequences</strong> with sophisticated automation and personalization</li><li><strong>Automated follow-ups</strong> that adapt based on recipient engagement</li><li><strong>Email warm-up</strong> features to maintain sender reputation and deliverability</li><li><strong>Unified inbox</strong> for managing responses across multiple campaigns</li><li><strong>Analytics and reporting</strong> for optimizing campaign performance</li></ul><h3 id="pros-13"><strong>Pros</strong></h3><ul><li><strong>Affordable for SMBs</strong> with pricing that makes it accessible for smaller teams</li><li><strong>Good deliverability tools</strong> that help maintain sender reputation</li><li><strong>Simple UI</strong> that requires minimal training for new users</li></ul><h3 id="cons-12"><strong>Cons</strong></h3><ul><li><strong>Limited data enrichment</strong> compared to comprehensive database providers</li><li><strong>Fewer integrations than competitors</strong> potentially requiring additional tools</li><li><strong>Feature set less deep for large teams</strong> that need advanced automation and analytics</li></ul><h3 id="best-for-13"><strong>Best for</strong></h3><p>SMBs and agencies running cold email campaigns who need basic prospecting combined with sophisticated email automation.</p><h2 id="15-seamlessai"><strong>15. 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-2.png" class="kg-image" alt="Top 16 Clearbit Alternatives in 2026 (Findymail, Apollo.io, Kaspr &amp; More)" loading="lazy" width="2000" height="1077" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/06/Apollo-Alternatives_-SeamlessAI-2.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/Apollo-Alternatives_-SeamlessAI-2.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/Apollo-Alternatives_-SeamlessAI-2.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/06/Apollo-Alternatives_-SeamlessAI-2.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://seamless.ai/?referral=lp-affiliate-promo-adammiles941&amp;utm_medium=affiliate&amp;utm_source=partnerstack&amp;utm_content=silver-adammiles941&amp;utm_campaign=promotion&amp;https%3A%2F%2Fseamless.ai%2Fbook-demo%2F%3Fps_xid=e3uWQttvucAGzx&amp;ps_partner_key=YWRhbW1pbGVzOTQx&amp;pscd=get.seamless.ai&amp;ps_xid=e3uWQttvucAGzx&amp;gsxid=e3uWQttvucAGzx&amp;gspk=YWRhbW1pbGVzOTQx&amp;gad_source=1&amp;gad_campaignid=23545056234&amp;gbraid=0AAAABAOksf_g4qtsd0jFV8sTaZxSrX9_c&amp;gclid=CjwKCAjw6MPRBhBTEiwAd-7Mr9DBRjSbIWUjI636mV6iXBSHxw5H4-oDtog1kP3PlwUwI_9xPnWZ8hoCr4oQAvD_BwE">Seamless.AI</a></figcaption></figure><h3 id="overview-14"><strong>Overview</strong></h3><p>Seamless.AI provides real-time B2B contact data with AI-powered enrichment capabilities, emphasizing live search results over static database queries.</p><p>The platform promises up-to-date information by searching across multiple sources in real-time.</p><p>This approach can provide fresher data but sometimes at the cost of speed and consistency compared to pre-verified databases.</p><h3 id="key-features-13"><strong>Key Features</strong></h3><ul><li><strong>Real-time contact search</strong> that queries multiple sources simultaneously</li><li><strong>AI enrichment</strong> that adds context and insights to basic contact information</li><li><strong>Chrome extension</strong> for browser-based prospecting workflows</li><li><strong>CRM integrations</strong> with popular sales platforms</li><li><strong>Buyer intent data</strong> for timing outreach efforts</li></ul><h3 id="pros-14"><strong>Pros</strong></h3><ul><li><strong>Live, up-to-date data</strong> that reflects recent changes and new contacts</li><li><strong>AI-powered insights</strong> that provide context beyond basic contact information</li><li><strong>Easy to use</strong> interface that requires minimal training</li></ul><h3 id="cons-13"><strong>Cons</strong></h3><ul><li><strong>Data accuracy and deliverability issues</strong> particularly with mobile phone numbers</li><li><strong>Expensive for advanced features</strong> compared to competitors with similar capabilities</li><li><strong>Limited free plan</strong> that restricts evaluation and small-scale usage</li></ul><h3 id="best-for-14"><strong>Best for</strong></h3><p>Sales teams needing real-time, AI-enriched data who can tolerate occasional accuracy issues in exchange for freshness.</p><h2 id="16-zoominfo"><strong>16. 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-2.png" class="kg-image" alt="Top 16 Clearbit Alternatives in 2026 (Findymail, Apollo.io, Kaspr &amp; More)" loading="lazy" width="2000" height="1096" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/06/Apollo-Alternatives_-ZoomInfo-2.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/Apollo-Alternatives_-ZoomInfo-2.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/Apollo-Alternatives_-ZoomInfo-2.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/06/Apollo-Alternatives_-ZoomInfo-2.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.zoominfo.com/">ZoomInfo</a></figcaption></figure><h3 id="overview-15"><strong>Overview</strong></h3><p>ZoomInfo represents the enterprise end of the B2B data spectrum, offering the most comprehensive database and advanced analytics available.</p><p>The platform provides extensive company and contact information alongside sophisticated intent data and deep CRM integrations.</p><p>While powerful, ZoomInfo&apos;s complexity and cost make it suitable primarily for large organizations with dedicated sales operations teams and substantial budgets.</p><h3 id="key-features-14"><strong>Key Features</strong></h3><ul><li><strong>Massive B2B database</strong> with the most extensive coverage available</li><li><strong>Data enrichment and cleansing</strong> capabilities for maintaining data quality</li><li><strong>Lead segmenting and scoring</strong> with advanced criteria and automation</li><li><strong>Automated workflows</strong> for complex sales and marketing processes</li><li><strong>Contact tracking</strong> and engagement analytics</li></ul><h3 id="pros-15"><strong>Pros</strong></h3><ul><li><strong>Unmatched data coverage</strong> across industries, company sizes, and geographic regions</li><li><strong>Powerful analytics</strong> that provide deep insights into prospects and markets</li><li><strong>Enterprise-level integrations</strong> with comprehensive platform support</li></ul><h3 id="cons-14"><strong>Cons</strong></h3><ul><li><strong>Very high pricing</strong> that puts it out of reach for most small and medium businesses</li><li><strong>Complex onboarding</strong> requiring significant time and training investment</li><li><strong>Overkill for small teams</strong> with features that many organizations won&apos;t utilize</li><li><strong>Rigid contracts</strong> that lock organizations into long-term commitments</li></ul><h3 id="best-for-15"><strong>Best for</strong></h3><p>Enterprises and large sales teams needing comprehensive data intelligence and having the budget and resources for complex implementation.</p><div class="kg-card kg-button-card kg-align-center"><a href="https://www.findymail.com/" class="kg-btn kg-btn-accent">Check out Findymail -&gt; </a></div><h2 id="how-to-choose-the-right-clearbit-alternative"><strong>How to Choose the Right Clearbit Alternative</strong></h2><p>Selecting the right data enrichment tool depends on your specific requirements, team size, and business objectives. Here&apos;s a practical framework for making the decision:</p><p><strong>Data accuracy and freshness</strong> should be your primary consideration. The best database in the world is worthless if the information is outdated or incorrect. Look for tools like Clearout that prioritize real-time contact verification to ensure your contact records stay accurate, deliverable, and bounce-free.</p><p><strong>Coverage</strong> varies significantly between providers. Consider whether you need emails, phone numbers, LinkedIn profiles, or global reach. Some tools excel in specific geographic regions or industries while struggling in others.</p><p><strong>Integrations</strong> determine how well the tool fits into your existing workflow. The fewer manual steps required to move data between systems, the more likely your team will consistently use the tool.</p><p><strong>Compliance</strong> isn&apos;t optional if you operate in regulated industries or global markets. GDPR and CCPA compliance should be verified, not assumed, especially for tools handling European or California prospects.</p><p><strong>Pricing and scalability</strong> models vary dramatically. Some tools charge per contact, others per user, and some offer unlimited usage. Consider both current needs and future growth when evaluating costs.</p><p><strong>Automation and workflow features</strong> can significantly impact productivity. Tools that integrate smoothly into your existing processes will see higher adoption than those requiring workflow changes.</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>You&apos;ve seen the landscape, the accuracy 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, transparent pricing, and a bounce rate guarantee that most competitors won&apos;t even commit to. Start free and see the difference in your first campaign.</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="faqclearbit-alternatives"><strong>FAQ - Clearbit Alternatives</strong></h2><h3 id="what-is-the-most-accurate-clearbit-alternative"><strong>What is the most accurate Clearbit alternative?</strong></h3><p>Findymail and Clearout consistently delivers the highest accuracy rates among Clearbit alternatives, with verified email addresses and low bounce rates that protect sender reputation. ZoomInfo offers comprehensive coverage but at enterprise pricing levels that aren&apos;t accessible for most teams.</p><h3 id="how-much-does-clearbit-cost"><strong>How much does Clearbit cost?</strong></h3><p>Clearbit doesn&apos;t publish transparent pricing, requiring custom quotes based on usage and features. Most alternatives offer more predictable pricing models, with tools like Findymail and UpLead providing clear per-credit or per-user pricing that makes budgeting straightforward. Clearout offers both pay-as-you-go and subscription plans, making it ideal for teams with fluctuating validation needs.</p><h3 id="where-does-clearbit-get-its-data"><strong>Where does Clearbit get its data?</strong></h3><p>Clearbit aggregates data from public sources, social media profiles, company websites, and third-party data providers. Most Clearbit alternatives use similar sourcing methods, with some adding proprietary verification processes or real-time enrichment capabilities.</p><h3 id="are-these-tools-gdpr-compliant"><strong>Are these tools GDPR compliant?</strong></h3><p>Most modern B2B data tools offer GDPR compliance, but implementation varies significantly. Clearout, Cognism, and Lusha specifically emphasize compliance as core features, while others treat it as a checkbox requirement. Always verify compliance documentation before processing European prospect data.</p><h3 id="which-platform-offers-the-best-value-for-money"><strong>Which platform offers the best value for money?</strong></h3><p>For most teams, Findymail and Clearout provides the best combination of accuracy, features, and pricing. Smaller teams might find UpLead more budget-friendly, while larger organizations needing extensive automation might prefer Apollo.io&apos;s comprehensive feature set despite higher costs.</p>]]></content:encoded></item><item><title><![CDATA[The Definitive List of Spam Trigger Words You Should Avoid]]></title><description><![CDATA[Protect your cold outreach from the spam folder. See the full list of spam trigger words to avoid, plus tips to boost email deliverability.]]></description><link>https://www.findymail.com/blog/list-of-spam-words/</link><guid isPermaLink="false">63a084a2a929d80e727dc7a9</guid><category><![CDATA[Cold Email]]></category><dc:creator><![CDATA[Valentin]]></dc:creator><pubDate>Wed, 29 Jul 2026 15:08:00 GMT</pubDate><media:content url="https://www.findymail.com/blog/content/images/2022/12/list-of-spam-words.png" medium="image"/><content:encoded><![CDATA[<img src="https://www.findymail.com/blog/content/images/2022/12/list-of-spam-words.png" alt="The Definitive List of Spam Trigger Words You Should Avoid"><p>It&#x2019;s no secret that email is one of the most effective sales tools today. The thing is, for cold emails to be effective, your audience needs to receive and open your emails. Your emails should land in their Primary inbox - not the Spam folder.</p><p>In addition to <a href="https://www.findymail.com/blog/email-warmup/">warming up your emails</a> and using <a href="https://www.findymail.com/blog/what-is-spintax/">spintax to randomize your emails</a>, you can boost your email deliverability by <strong>avoiding spam trigger words.</strong> </p><p>And today, I&#x2019;ll show you the main words to skip and keep the email service provider bots happy!</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Skip every trigger word on this list and your email can still bounce.</strong><br><br>Spam trigger words are only half the battle. <strong><a href="https://www.findymail.com/">Findymail</a> </strong>verifies every email address in real time, including catch-alls, so you&apos;re not building your sender reputation on a list of invalid contacts.</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">Verify Your List Free &#x2192;</a></div><div class="kg-card kg-callout-card kg-callout-card-white"><div class="kg-callout-text"><strong>TL;DR &#x2013; The Definitive List of Spam Trigger Words You Should Avoid</strong><br><br><strong>Trigger Word Categories to Avoid:</strong><br>1. Outlandish or questionable claims<br>2. Inappropriate, generic greetings<br>3. Pushy calls to action<br>4. Needy or begging subject lines<br>5. &quot;This isn&apos;t spam&quot; disclaimers<br><br><strong>Beyond Word Choice:</strong><br>1. Warm up your inbox before sending<br>2. Personalize every email<br>3. Verify your list before you launch<br><br><strong>Bottom Line:</strong> Filters weigh your bounce rate and reputation alongside your wording, so a clean list matters as much as clean copy.</div></div><h2 id="what-are-spam-trigger-words"><strong>What Are Spam Trigger Words?</strong></h2><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2023/09/48--Definitive-List-of-Spam-Trigger-Words-You-Should-Avoid.png" class="kg-image" alt="The Definitive List of Spam Trigger Words You Should Avoid" loading="lazy" width="794" height="1500" srcset="https://www.findymail.com/blog/content/images/size/w600/2023/09/48--Definitive-List-of-Spam-Trigger-Words-You-Should-Avoid.png 600w, https://www.findymail.com/blog/content/images/2023/09/48--Definitive-List-of-Spam-Trigger-Words-You-Should-Avoid.png 794w" sizes="(min-width: 720px) 720px"><figcaption>Spam Trigger Words</figcaption></figure><p>Spam filters help email users keep their inboxes clean by <strong>automatically routing spam</strong> to their spam inboxes. There are <a href="https://buyergenomics.com/how-to-avoid-spam-filters/">a variety of triggers</a> these filters use to do this, and one of the simplest is <strong>checking emails for the use of spam trigger words.</strong> </p><p>These spam trigger words, in turn, are words or phrases that email providers have identified from previous spam and now flag as possibly being spam or malicious. When one of these words is identified by the provider&apos;s filter, an email is directly routed to a recipient&apos;s spam inbox.</p><h2 id="different-types-of-spam-trigger-words"><strong>Different Types of Spam Trigger Words</strong></h2><p>The problem is that whether a word qualifies as spam or not isn&#x2019;t always as clear-cut. Also, whether a filter flags a word as spam also <strong>depends on other factors like the sender&#x2019;s bounce rate and reputation</strong>, how well the email is coded, and what context the phrase is used in. </p><p>However, despite this, there are some guidelines you can use when writing emails to make sure you stay out of recipients&#x2019; spam inboxes.</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Not every bounce is a spam-word problem. Some are just risky emails you shouldn&apos;t have sent to.</strong><br><br><strong><a href="https://www.findymail.com/">Findymail</a> </strong>flags risky and catch-all addresses before you send, so you&apos;re not guessing which contacts are actually safe to email.</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">Check Your List &#x2192;</a></div><h3 id="avoid-outlandish-and-questionable-claims"><strong>Avoid Outlandish and Questionable Claims</strong></h3><p>You&apos;ve probably heard the saying, &#x201C;<em>If it sounds too good to be true, it most likely is.</em>&#x201D; And when it comes to emails, it&apos;s especially true. Fortunately, most consumers are now <strong>wary </strong>of such claims, and they&apos;ll know when your emails overpromise and will under-deliver. </p><p>That&#x2019;s why filters are likely to identify an email as spam when it contains many of these phrases. </p><p>Similarly, questionable claims, or in other words, claims that can be ethically or legally problematic, can also land your emails in spam inboxes. </p><p>With this in mind, it&apos;s always better to be realistic and above board with your claims and avoid words and terms like:</p><ul><li>Once in a lifetime</li><li>Money-back guarantee</li><li>Free money</li><li>Lose weight fast</li><li>While you sleep</li><li>Earn extra income</li><li>Earn extra cash</li><li>Cash bonus</li><li>No catch</li><li>No strings attached</li><li>No hidden costs</li><li>Be your own boss</li></ul><h3 id="inappropriate-greetings"><strong>Inappropriate Greetings </strong></h3><p>It&#x2019;s easier than ever to craft engaging subject lines with all the <strong>personalization </strong>and <a href="https://www.findymail.com/blog/best-cold-outreach-tools/">cold outreach tools</a>. So, there&#x2019;s no reason why you should use generalized, spammy greetings.</p><p>Here, some of the words or phrases you&#x2019;ll want to avoid include:</p><ul><li>Dear friend</li><li>Dear (without any name added)</li><li>Hello (without any name added)</li><li>Greetings</li></ul><h3 id="avoid-spam-trigger-words-and-manipulative-language"><strong>Avoid Spam Trigger Words and Manipulative Language</strong></h3><p>You&apos;ll need to add a call to action to every email you send. Simply put, if you want your audience to do something, you need to tell them what that is. However, there&apos;s <strong>a fine line between a compelling call to action and taking it too far.</strong> </p><p>And taking it too far has several drawbacks. </p><p>For one, when every email you send purportedly contains a once-in-a-lifetime offer, your audience will soon start ignoring them when they realize they don&apos;t. <strong>Once your audience starts ignoring your emails,</strong> your open and click-through rates will plummet, and your emails will end up in spam folders. &#xA0; </p><p>With this in mind, it&#x2019;s a good idea to avoid spam trigger words and phrases like:</p><ul><li>Act now</li><li>Don&#x2019;t miss out on this opportunity</li><li>Order now</li><li>Buy today</li><li>Urgent</li><li>Immediately</li><li>Call now</li><li>Limited offer </li></ul><h3 id="skip-the-needy-or-pushy-subject-lines"><strong>Skip the Needy or Pushy Subject Lines</strong></h3><p>People don&apos;t like it when you&apos;re pushy or needy. So, to avoid landing in spam filters, refrain from begging your recipients to open and read your emails. You should also not be overly explanatory, preachy, or forceful. </p><p>When you are, you&apos;ll, unfortunately, <strong>appear to be untrustworthy and suspicious</strong> to your audience and email providers. As a result, being pushy or needy in your subject lines is a definitive way to end up in spam inboxes. </p><p>(Also, even if your email makes it past the spam filter, desperation is never a good look.) </p><p>So, to prevent your emails from being identified as spam, you&apos;ll want to avoid words or phrases like:</p><ul><li>Order today</li><li>Do it today</li><li>Please read this email</li><li>Click here</li><li>Save big</li><li>Incredible deal</li><li>Get instant access</li><li>Can you help us?</li></ul><h3 id="words-saying-your-mail-isn%E2%80%99t-spam"><strong>Words Saying Your Mail Isn&#x2019;t Spam</strong></h3><p>When you send emails to your leads, they should be well-designed, well-written, contain only relevant information, and work properly, no matter what devices a recipient uses. </p><p>Also, you should only email people on your mailing list and respect their privacy. <strong>Always offer an unsubscribe link</strong>.</p><p>However, there is still a way that your emails might end up in your recipients&apos; spam inboxes. This is when you tell them your email isn&apos;t spam. Instead, following the steps above, it should be apparent that your emails are legitimate. </p><p>So, to prevent this, you should avoid these spam trigger phrases:</p><ul><li>This isn&#x2019;t spam</li><li>This isn&#x2019;t junk</li><li>Not spam</li><li>Not clickbait</li><li>No spam, guaranteed</li><li>Don&#x2019;t mark this as junk </li></ul><h2 id="make-sure-your-emails-get-read"><strong>Make Sure Your Emails Get Read!</strong></h2><p>Make sure you bookmark this guide! And if you&#x2019;ve already prepared email templates, check them against the spam-trigger words you should avoid and come up with something more compelling.</p><p>However, don&#x2019;t forget to <strong>implement other email deliverability best practices</strong>. <a href="https://www.findymail.com/blog/email-warmup-tools/">Warm up your inbox</a> before you start sending emails, use <a href="https://www.findymail.com/blog/cold-email-icebreakers/">personalization in your cold emails</a> and <a href="https://www.findymail.com/blog/cold-email-follow-up/">follow-up emails</a>, and <a href="https://www.findymail.com/blog/verify-email-addresses-without-sending-email/">verify your leads&#x2019; email addresses before you launch</a> the campaign.</p><p>When you do, you&#x2019;ll ensure that your emails stay clear of your recipients&#x2019; spam inboxes.</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Word choice keeps you out of spam folders. A verified list keeps you out of them for good.</strong><br><br><strong><a href="https://www.findymail.com/">Findymail</a> </strong>confirms every email on your list is real before you send, so your reputation isn&apos;t riding on guesses.</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 Verified Contacts &#x2192;</a></div>]]></content:encoded></item><item><title><![CDATA[9 Ways to Find People’s Phone Numbers for Lead Generation]]></title><description><![CDATA[Email might be the #1 method we all think of when we think of lead generation, but there’s nothing like a phone call to add the human touch. No matter if you’re cold or warm calling, you’re going to need your lead’s phone number.]]></description><link>https://www.findymail.com/blog/find-peoples-phone-number/</link><guid isPermaLink="false">63e9f072a929d80e727dd158</guid><category><![CDATA[Sales]]></category><dc:creator><![CDATA[Valentin]]></dc:creator><pubDate>Wed, 29 Jul 2026 13:45:00 GMT</pubDate><media:content url="https://www.findymail.com/blog/content/images/2023/02/find-people-numbers.jpg" medium="image"/><content:encoded><![CDATA[<img src="https://www.findymail.com/blog/content/images/2023/02/find-people-numbers.jpg" alt="9 Ways to Find People&#x2019;s Phone Numbers for Lead Generation"><p>Email might be the #1 method we all think of when we think of lead generation, but there&#x2019;s nothing like a phone call to add the human touch. No matter if you&#x2019;re <a href="https://www.findymail.com/blog/difference-between-cold-calling-warm-calling/">cold or warm calling</a>, you&#x2019;re going to need your lead&#x2019;s phone number.</p><p>So in this post, I&#x2019;ll show you the top methods and tools you can use to <strong>find people&#x2019;s phone numbers</strong>. (Even if you&#x2019;re here for <strong>personal use</strong>, don&#x2019;t worry! I&#x2019;ve got a section for you, too.)</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>A lead gen stack is only as good as its worst tool.</strong><br><br><strong><a href="https://www.findymail.com/phone-finder/">Findymail</a></strong> finds and verifies phone numbers and emails for the same contact in one search, so the rest of your stack starts with clean data instead of guesses.</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 &#x2192;</a></div><div class="kg-card kg-callout-card kg-callout-card-white"><div class="kg-callout-text"><strong>TL;DR &#x2013; 9 Ways to Find People&apos;s Phone Numbers for Lead Generation</strong><br><br><strong>What This Guide Covers:</strong> Where to find phone numbers for personal lookups versus B2B lead generation, and which tools are worth paying for.<br><br><strong>For Personal Use:</strong><br>1. <strong>BeenVerified </strong>&#x2013; broad people-search with extra background info, from $25/month<br>2. <strong>Zabasearch </strong>&#x2013; free basic lookup, full numbers from $24.86/month<br>3. <strong>InfoTracer</strong> &#x2013; free basic search with photo lookup, paid plans for full details<br><br><strong>For Lead Generation:</strong><br>1. <strong>Findymail </strong>&#x2013; finds and verifies phone numbers and emails together, from $49/month<br>2. <strong>LeadIQ </strong>&#x2013; all-in-one B2B contact database with CRM sync, from $75/user/month<br>3. <strong>RevDriver </strong>&#x2013; free Chrome extension for pulling numbers from social profiles<br>4. <strong>UpLead </strong>&#x2013; 108M+ contact database with 95% accuracy claim, from $74/month<br>5. <strong>AeroLeads </strong>&#x2013; Chrome extension with a 650M+ contact database, from $49/month<br>6. <strong>ZoomInfo </strong>&#x2013; large-scale B2B intelligence platform, custom pricing<br><br><strong>Bottom Line:</strong> The right tool depends on whether you need one number or a repeatable pipeline. For the latter, verified data matters more than database size.</div></div><h2 id="tools-to-find-people%E2%80%99s-phone-numbers-for-personal-use"><strong>Tools to Find People&#x2019;s Phone Numbers for Personal Use</strong></h2><p>Let&#x2019;s start by looking at some tools you can use to find people&#x2019;s numbers for personal use. Here, I should mention that you <em>can </em>use tools and platforms like Google, Facebook, and other social media to try and find someone&#x2019;s phone number. </p><p>However, these methods are typically a hit-and-miss affair, wasting a lot of your precious time, so we&#x2019;ll skip right to the tools you should care about. </p><h3 id="beenverified"><strong>BeenVerified</strong></h3><p>Among its range of products, <a href="https://www.beenverified.com/">BeenVerified</a> also gives you the ability to search through millions of records to find business and personal phone numbers. Apart from this, it also provides additional information about people, like their ages, email addresses, locations, and more. </p><p><br><strong>Key Features</strong></p><ul><li>The platform provides seven different products to help you find information about people.</li><li>BeenVerified provides access to billions of records. </li></ul><p>It&#x2019;s important to remember that BeenVerified <strong>only provides access to US data,</strong> and because it&#x2019;s publicly available data, it can be inaccurate and unreliable.</p><h4 id="pricing"><strong>Pricing</strong></h4><p>BeenVerified is not clear about its pricing on its website, but you can expect to pay a subscription of about $25 per month </p><h4 id="who-should-use-beenverified"><strong>Who Should Use BeenVerified?</strong></h4><p>BeenVerified is the ideal option if you, apart from phone numbers, need to find other information about people <strong>for personal use</strong>. </p><h3 id="zabasearch"><strong>Zabasearch</strong></h3><p><a href="https://www.zabasearch.com/">Zabasearch</a> provides a free people search directory that offers people&#x2019;s names, addresses, and partial phone numbers. If you&#x2019;d like complete information, you&#x2019;ll need to opt for one of the platform&#x2019;s paid subscriptions. </p><p>As with BeenVerified, the platform relies on publicly available information and, as a result, <strong>might provide inaccurate data</strong>. And it only provides access to <strong>US data.</strong> </p><h4 id="key-features"><strong>Key Features</strong></h4><ul><li>Free to find basic information about a person.</li><li>No registration required.</li><li>Easy to use.</li></ul><h4 id="pricing-1"><strong>Pricing</strong><em><strong>:</strong></em></h4><p>To find more in-depth information about people, including full phone numbers, you&#x2019;ll need to subscribe to one of Zabasearch&#x2019;s paid plans. These plans start at $24.86 per month.</p><h4 id="who-should-use-zabasearch"><strong>Who Should Use Zabasearch?</strong></h4><p>Zabasearch is perfect if you want basic information about people for free.</p><h3 id="infotracer"><strong>InfoTracer</strong></h3><p><a href="https://infotracer.com/">InfoTracer</a> is another tool that provides you with essential information about a person for free. One of the standout features of the tool is that you can <strong>search for people using photos of them</strong>. &#xA0;</p><p>However, it has the same <strong>limitations </strong>the tools above have. For one, the platform provides publicly available information, so it might not be the most accurate or up-to-date. </p><p>Also, if you&#x2019;d like more detailed information, you&#x2019;ll need to subscribe to one of its paid plans. Like the tools mentioned above, it only provides access to <strong>US data. </strong></p><figure class="kg-card kg-image-card"><img src="https://lh5.googleusercontent.com/E2dUhQuZ5VjWAiFzyVdrGMw-ZajGxt1l_sH2oH_6s887LHtFOI3d1wTZSGx-jmRnuD3aYnxLTWUwIr73YdeanXcf5blT0PsXB9MUXnCBvxV6GKm0lNdbapFasV8mb2QFkfb3UzI0gOPODHPIo27cMbA" class="kg-image" alt="9 Ways to Find People&#x2019;s Phone Numbers for Lead Generation" loading="lazy"></figure><p><strong>Key Features:</strong></p><ul><li>Free to use for basic information.</li><li>Photo lookup, which makes it possible to find peoples&#x2019; information by using their images.</li></ul><p><strong>Pricing:</strong></p><p>You&#x2019;ll need to subscribe to one of the platform&#x2019;s paid plans to find more detailed information about people. However, its website is unclear on how much these plans cost. </p><h4 id="who-should-use-infotracer"><strong>Who Should Use InfoTracer?</strong></h4><p>Like some of the other tools mentioned, InfoTracer is ideal if you&#x2019;d like to find basic information about people for free. </p><h2 id="tools-to-find-people%E2%80%99s-phone-numbers-for-lead-generation"><strong>Tools to Find People&#x2019;s Phone Numbers for Lead Generation</strong></h2><p>Now that we&#x2019;ve covered the basics, it&#x2019;s time to talk sales. If <a href="https://www.findymail.com/blog/cold-email-conversion-rate/">cold emails aren&#x2019;t cutting it</a> or you have <a href="https://www.findymail.com/blog/high-value-questions-to-ask-buyers/">high-value questions</a> you need to pose over the phone, we&#x2019;ll get you that lead&#x2019;s phone number!</p><p>As is the case when you&#x2019;d like to find phone numbers for personal use, you can also use free tools like Google and LinkedIn for your lead generation efforts. </p><p>Unfortunately, the same limitations apply - the publicly available information might be outdated, so it&#x2019;s much wiser to use one of the tools below.</p><h3 id="findymail-for-finding-peoples-phone-numbers">Findymail for Finding People&apos;s Phone Numbers</h3><p>Findymail is a B2B prospecting platform that finds direct mobile numbers and direct dials alongside verified email addresses, so you&apos;re not pulling one contact detail from one tool and the rest from another.</p><p>Every result is verified in real time before it reaches your list, and everything exports to CSV or syncs directly with HubSpot, Salesforce, Pipedrive, and other sales tools.</p><p><strong>Key Features</strong></p><ul><li>Finds phone numbers and direct dials together with verified emails for the same contact.</li><li>Real-time verification means the numbers you export are checked, not guessed.</li><li>Bulk search plus direct CRM sync, so there&apos;s no manual re-entry.</li></ul><p><strong>Pricing</strong></p><p>Findymail uses a credit-based model starting at $49/month for the Basic plan. You only pay for verified contacts, and unused credits roll over.</p><p><strong>Who Should Use Findymail?</strong></p><p>Findymail is worth using if you want phone numbers and verified emails for the same prospect without running two separate searches.</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Switching between five tools to build one prospect list isn&apos;t efficient.</strong><br><br>With <strong><a href="https://www.findymail.com/phone-finder/">Findymail</a></strong>, you find the number, verify the email, and export to your CRM in the same workflow, no extra tabs required.</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">See Findymail in Action &#x2192;</a></div><h3 id="leadiq-for-finding-people%E2%80%99s-phone-numbers"><strong>LeadIQ for Finding People&#x2019;s Phone Numbers</strong></h3><p><a href="https://leadiq.com/">LeadIQ</a> is an all-in-one <a href="https://www.findymail.com/blog/best-b2b-contact-databases/">B2B contact database</a> that helps you find, capture, and sync contact data to your sales tools. As such, it can help you find phone numbers for lead generation. </p><p>The platform also provides <strong>verified data</strong>, so you can be sure that you always have clean data and can contact the right people. </p><h4 id="key-features-1"><strong>Key Features</strong></h4><ul><li>The platform is specifically built as a lead generation and prospecting <a href="https://www.findymail.com/blog/best-cold-outreach-tools/">cold outreach tool.</a></li><li>Being able to sync data with your sales tools means that you&#x2019;ll eliminate manual data entry.</li><li>Verified data means your information is more accurate and up-to-date.</li></ul><h4 id="pricing-2"><strong>Pricing</strong></h4><p>LeadIQ provides several pricing plans and offers a free option. However, if you&#x2019;d like to find phone numbers, you&#x2019;ll need to opt for at least the Starter plan, which starts at $75 per user per month. </p><h4 id="who-should-use-leadiq"><strong>Who Should Use LeadIQ?</strong></h4><p>LeadIQ is a good choice if you&#x2019;re looking for an all-in-one tool to make your lead gen efforts more efficient. </p><h3 id="revdriver"><strong>RevDriver</strong></h3><p>SalesIntel&#x2019;s <a href="https://salesintel.io/integrations/chrome/">RevDriver</a> Chrome extension makes it easy to find people&#x2019;s phone numbers right in your browser. It can be used on social media platforms like Facebook, LinkedIn, and Twitter, and you can even use it to extract phone numbers from corporate websites. </p><h4 id="key-features-2"><strong>Key Features</strong></h4><ul><li>Provides <strong>human-verified contact data</strong>, which means the information you&#x2019;ll find is highly accurate.</li><li>Can easily import contact data into your CRM platform.</li><li>Backed by SalesIntel&#x2019;s B2B sales intelligence platform. </li></ul><h4 id="pricing-3"><strong>Pricing</strong></h4><p>The RevDriver Chrome extension is <strong>free</strong>, and you&#x2019;ll have access to a limited number of searches. If you&#x2019;d like unlimited searches, you&#x2019;ll need to consider one of SalesIntel&#x2019;s paid annual subscription plans. </p><h4 id="who-should-use-revdriver"><strong>Who Should Use RevDriver?</strong></h4><p>RevDriver is the perfect tool if you&#x2019;d like the convenience of extracting contact details from websites and social media platforms directly from your browser. </p><h3 id="uplead"><strong>UpLead</strong></h3><p><a href="https://www.uplead.com/">UpLead</a> is an all-in-one prospecting platform that allows you to search for phone numbers in a database of more than 108 million contacts. </p><p>When doing so, you can also use <strong>a variety of criteria</strong> to find the right leads for your business. The platform guarantees that its data is 95% accurate and offers a <strong>Chrome extension</strong> that allows you to generate leads straight from your browser.</p><p><br><strong>Key Features</strong></p><ul><li>The platform provides highly accurate, verified data.</li><li>Provides several filters you can use when searching to ensure you find the right leads.</li><li>In addition to phone numbers, the platform also provides information like job titles, locations, companies, and more. </li></ul><h4 id="pricing-4"><strong>Pricing</strong></h4><p>UpLead offers several pricing plans that start at $74 per month for the Essentials plan and go up to $299 per month for the Professional plan. The platform also offers a free trial that gives you 5 credits to test the platform. &#xA0;</p><h4 id="who-should-use-uplead"><strong>Who Should Use UpLead?</strong></h4><p>UpLead is worth considering if you&#x2019;d like an all-in-one prospecting tool that provides accurate and reliable data for specific prospects or additional information for <a href="https://www.findymail.com/blog/guide-to-build-lead-lists/">your lead lists. </a></p><h3 id="aeroleads"><strong>AeroLeads</strong></h3><p><a href="https://aeroleads.com/">AeroLeads</a> is a Chrome extension that allows you to generate leads in your browser. To do this, it gives you access to a database of more than 650 million prospects and a wealth of contact information, including full names, companies, emails, and more. </p><p>Keep in mind, though, that while AeroLeads verifies email addresses, it provides <strong>no guarantees for the accuracy</strong> of the information provided. </p><h4 id="key-features-3"><strong>Key Features</strong></h4><ul><li>All-in-one Chrome extension that allows you to find email addresses and phone numbers in your browser.</li><li><em>Massive </em>contact database that provides complete contact information about prospects.</li><li>Provides a Pro plugin that allows you to automate your lead generation efforts. </li></ul><h4 id="pricing-5"><strong>Pricing</strong></h4><p>AeroLeads&#x2019; pricing starts at $49 per month for the Take Off plan and goes up to $499 per month for the Cruise plan. The platform also offers an Enterprise plan and a free trial that gives you limited contact searches to test the tool. &#xA0;</p><h4 id="who-should-use-aeroleads"><strong>Who Should Use AeroLeads?</strong></h4><p>AeroLeads is for anyone who would like an all-in-one prospecting tool but also loves the convenience of a Chrome extension for getting in touch with leads on the go. </p><h3 id="zoominfo"><strong>ZoomInfo</strong></h3><p>Look, I love <a href="https://www.zoominfo.com/">ZoomInfo</a>. I mentioned it in the article on <a href="https://www.findymail.com/blog/data-enrichment-services/">the best data enrichment services</a>, and I&#x2019;m mentioning it here again. In a nutshell, ZoomInfo is a B2B intelligence tool that allows you to generate leads from its massive database. </p><p>To get these leads, you&#x2019;ll need its <a href="https://www.zoominfo.com/solutions/sales">SalesOS</a> platform. Then, you&#x2019;ll be able to find contact and company data with access to <strong>over 65 million direct-dial telephone numbers</strong>. </p><p>It also provides several add-ons, including Chorus, which helps you <strong>analyze </strong><a href="https://www.findymail.com/blog/structure-of-a-sales-call/"><strong>sales calls</strong></a> and extract insights from them. </p><p><br><strong>Key Features</strong></p><ul><li>Massive database of email addresses and phone numbers that simplifies the lead generation process.</li><li>Add-ons that give you valuable insights into your <a href="https://www.findymail.com/blog/sales-pipeline-stages/">sales pipeline</a> and processes.</li><li>Buyer intent analysis that helps you reach prospects at the beginning of the buyer&#x2019;s journey. </li></ul><h4 id="pricing-6"><strong>Pricing</strong></h4><p>Unlike the other tools mentioned on this list, ZoomInfo does not offer upfront pricing. Instead, it provides customized pricing based on every customer&apos;s unique needs and requirements. </p><h4 id="who-should-use-zoominfo"><strong>Who Should Use ZoomInfo?</strong></h4><p>ZoomInfo is a good option if you&#x2019;re looking for an all-in-one prospecting tool with extensive features that provides accurate data, all packed into an easy-to-use package.</p><h2 id="ready-to-get-on-the-phone"><strong>Ready to Get on the Phone?</strong></h2><p>Now that you know how to track down their phone numbers, it&#x2019;s time to reach your leads! <a href="https://www.findymail.com/blog/building-rapport-questions/">Build rapport,</a> make your pitch, and you&#x2019;ll be well on your way to converting even the coldest leads.</p><p>You&#x2019;ve got this!</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>The best phone number is useless if the contact behind it changed jobs last month.</strong><br><br>Whatever stack you land on, <strong><a href="https://www.findymail.com/">Findymail</a> </strong>keeps the emails and numbers in it verified and current, so your outreach doesn&apos;t stall on dead contacts.</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">Build Your Stack &#x2192;</a></div>]]></content:encoded></item><item><title><![CDATA[A Field Guide to Finding the Right B2B CRM [2026 Comparison]]]></title><description><![CDATA[Scaling is easy with a good B2B CRM. But choose the wrong fit and you’ll feel a pinch. Follow our guide to find the best CRM for your team.]]></description><link>https://www.findymail.com/blog/b2b-crm/</link><guid isPermaLink="false">65c0cce1106b0d75db785aab</guid><category><![CDATA[CRMs]]></category><dc:creator><![CDATA[Valentin]]></dc:creator><pubDate>Wed, 29 Jul 2026 06:00:00 GMT</pubDate><media:content url="https://www.findymail.com/blog/content/images/2024/02/jukebox-print-FUohNQatzVs-unsplash.jpg" medium="image"/><content:encoded><![CDATA[<img src="https://www.findymail.com/blog/content/images/2024/02/jukebox-print-FUohNQatzVs-unsplash.jpg" alt="A Field Guide to Finding the Right B2B CRM [2026 Comparison]"><p>Your B2B CRM is more than just a contact database. It&#x2019;s your sales, customer success and growth headquarters. But with so many contenders, <a href="https://www.findymail.com/blog/crm-tools/">choosing the right one for your specific use case</a> isn&#x2019;t easy.</p><p>We put together this field guide to help you <strong>navigate the complex terrain of B2B CRM options in a practical way</strong>. Your choice won&#x2019;t only be a solution for today but a scalable partner that grows with you.</p><p>We&#x2019;ll share 10 essential criteria that should shape your decision-making process and compare the top six B2B CRMs available on the market.</p><h2 id="what-is-the-goal-of-a-b2b-crm"><strong>What Is the Goal of a B2B CRM?</strong></h2><p>B2B CRM, short for Business-to-Business Customer Relationship Management, is a specialized software designed for companies that sell products and services to other businesses. Unlike a B2C CRM, it will accommodate the data and workflows you need for B2B sales.</p><p>In practice, a B2B CRM acts as<strong> a central hub</strong> that gives your sales and marketing teams <a href="https://www.findymail.com/blog/data-analytics/">more data &#x201C;ammo&#x201D; they can leverage to increase revenue</a>.</p><p>Suppose your company provides project management software. Your CRM would track each client&apos;s subscription details &#x2013; when it&apos;s up for renewal, what plan they&apos;re on and how extensively they use your features. When their renewal date comes around, the CRM would remind you to reach out and perhaps even offer a personalized upgrade based on their usage patterns.</p><p>Similarly, a great CRM would make efforts such as <a href="https://www.findymail.com/blog/targeted-selling/">account-based marketing</a> much easier. When implemented correctly, a B2B CRM breaks down <a href="https://www.forbes.com/sites/forbesagencycouncil/2022/08/26/15-ways-to-break-down-silos-between-sales-and-marketing/">the silos between sales and marketing teams</a>, so you can align on the ideal customers and find the best way to target them for conversions, upgrades or <a href="https://www.findymail.com/blog/customer-outreach/">lifetime value increases</a>.</p><p>Without a reliable CRM, your teams won&#x2019;t just have to deal with tedious tasks like scanning spreadsheets and manually <a href="https://www.findymail.com/blog/how-to-warm-up-leads/">nurturing leads</a>. The biggest challenge is <strong>the lack of visibility</strong>. As the saying goes, <em>&#x201C;You don&#x2019;t know what you don&#x2019;t know.&#x201D;</em></p><p>Without a CRM, it&#x2019;s hard to track the subtler data like intent and market shifts. You end up only relying on basic firmographic data, which isn&#x2019;t enough to, for example, time <a href="https://www.findymail.com/blog/how-to-upsell-vs-cross-sell/">your upsells</a> correctly or predict the response to your campaigns.</p><p>But as we said, it takes more than using the first CRM you find on Google.</p><p>You need the <em>right </em>CRM for your business. <strong>The wrong CRM choice can have long-lasting consequences</strong> like wasted time and money, as well as <a href="https://www.findymail.com/blog/sales-burnout/">frustrated salespeople</a> and jeopardized revenue potential.</p><h2 id="how-to-choose-the-right-b2b-crm-for-your-company"><strong>How to Choose the Right B2B CRM for Your Company</strong></h2><p>The team at Findymail has worked with dozens of CRMs, so we sat down with them to discuss the most important criteria when selecting vendors.</p><h3 id="1-b2b-crms-and-industry-fit"><strong>1. B2B CRMs and Industry-Fit</strong></h3><p>Check if the CRM caters to your industry&apos;s needs. For instance, <a href="https://www.matchmyemail.com/salesforce-health-cloud/">Salesforce Health Cloud</a> offers features designed for the health sector, while <a href="https://wiseagent.com/">a real estate CRM like Wise Agent</a> would focus on property-specific features.</p><p>Ask for case studies and look for CRMs with a proven <strong>track record</strong> in your industry, especially if it&#x2019;s subject to additional regulations like HIPAA.</p><h3 id="2-right-views-to-support-your-objectives"><strong>2. Right Views to Support Your Objectives</strong></h3><p>Define your <strong>CRM goals</strong> &#x2013; do the CRM&apos;s features align with them? Dive into your company&apos;s needs, challenges and goals. Whether it&apos;s improving lead tracking or strengthening <a href="https://www.findymail.com/blog/sales-pipeline-stages/">your sales pipeline</a>, <strong>different CRMs cater to different issues.</strong></p><p>For example, some B2B CRMs like Pipedrive focus on <strong>one view</strong> like pipeline management. They&#x2019;re great at showing you how many <a href="https://www.findymail.com/blog/closed-won-sales/">deals</a> there are in the pipeline and <a href="https://www.findymail.com/blog/shorten-sales-cycle/">how fast they&#x2019;re moving</a>.</p><p>But if you also need to get a company-level view because you&#x2019;re communicating with multiple accounts in that company and want to tie that information into their lifetime value forecasts, you will need <strong>a CRM like HubSpot, which is built for multiple view layers</strong>.</p><h3 id="3-the-scaling-potential-of-your-b2b-crm"><strong>3. The Scaling Potential of Your B2B CRM</strong></h3><p>Similarly, the CRM needs to align with your current growth stage and your predicted growth stage. Look for one that can <strong>evolve with your company</strong> as your deals get more complex.</p><p>At the same time, <strong>don&#x2019;t overdo the complexity.</strong> If you have a simple product, don&#x2019;t force yourself to go through implementations for complex and modular CRMs like MS Dynamics.</p><p>On the other hand, if you have multiple enterprise products, a simple CRM like Close won&#x2019;t stay a good fit one year down the line. Never implement a B2B CRM <em>just </em>to put out fires.</p><p>Instead, know what you need, where you plan to go (and grow). Then, implement with a long-term vision.</p><h3 id="4-integration-and-data"><strong>4. Integration and Data</strong></h3><p>Your B2B CRM should seamlessly share data with your existing tools.</p><p>For example, you might <a href="https://www.findymail.com/?utm_source=blog&amp;utm_medium=organic&amp;utm_campaign=blog">use Findymail for actionable email data</a> or ZoomInfo for <a href="https://www.findymail.com/blog/data-enrichment-services/">data enrichment.</a></p><p>Your CRM should <strong>automatically pull all the relevant info from the tools in your stack</strong>, such as emails or recent purchases. That way, you can get a holistic view of your customers and business ops.</p><p>Consider <strong>how your CRM will </strong><a href="https://www.findymail.com/blog/data-decay/"><strong>deal with duplicates and inaccuracies</strong></a> when the data starts pouring in from different sources. Is it able to detect duplicates or flag missing information?</p><h3 id="5-b2b-crm-user-friendliness"><strong>5. B2B CRM User-Friendliness</strong></h3><p>The last thing you want is a system <a href="https://www.findymail.com/blog/sales-titles/">your (sales) team</a> is frustrated with and doesn&#x2019;t know how to use.</p><p><strong>Test </strong>the CRMs with a focus group. Look at specific things that occur in your team&#x2019;s typical workflows.</p><p>For example, can the CRM correctly assign company/lead ownership? You want to avoid situations when two leads from the same company are assigned to two different salespeople.</p><p>Look for a CRM that offers <strong>support </strong>such as guides and tutorials to make onboarding painless. If you implement a more complex solution like Salesforce, look into training options.</p><p>Finally, look for convenience features such as <strong>a mobile app</strong>. Your team will thank you when they want to check lead history without their laptops nearby.</p><h3 id="6-automation-and-workflow-management"><strong>6. Automation and Workflow Management</strong></h3><p>Remember, the goal of a CRM is to make your life easier so you and your team can focus on areas that bring in revenue. <strong>Automation and workflow management</strong> are vital.</p><p>At the very least, your CRM should allow you to do the following (without needing developer help):</p><ul><li>Set up automatic workflows for your team</li><li>Set up automatic workflows for contacts</li><li>Create and use templates</li><li>Auto-fill data</li><li>Schedule emails</li></ul><p>For example, you should be able to implement <a href="https://www.findymail.com/blog/cold-email-follow-up/">your follow-up strategy</a> so it runs without manual input.</p><h3 id="7-b2b-crm-customization"><strong>7. B2B CRM Customization</strong></h3><p>Your CRM needs to handle long sales cycles and <a href="https://www.findymail.com/blog/decision-makers-in-business/">complex decision-making processes</a>. And, as your business grows, the CRM needs to adapt to fit your evolving requirements.</p><p>For example, would you be able to <strong>customize data fields</strong> to keep track of a contact&#x2019;s preferred integration tools?</p><p>Similarly, would you be able to set up <strong>different permission levels</strong> based on the user&#x2019;s role in the company?</p><p>And, as <a href="https://www.findymail.com/blog/managing-sales-teams-remotely/">a manager</a>, what are your options for day-to-day, monthly, quarterly and annual sales performance tracking through <strong>dashboards?</strong></p><h3 id="8-security-and-compliance"><strong>8. Security and Compliance</strong></h3><p>Robust data security and compliance are must-haves for your CRM, especially if you handle sensitive customer data.</p><p>Make sure your CRM provider has the latest security protocols in place and follow the compliance laws and regulations for your <strong>industry </strong>and in your <strong>region</strong>.</p><h3 id="9-testimonials-and-case-studies"><strong>9. Testimonials and Case Studies</strong></h3><p>What are others saying about this CRM?</p><p>Don&#x2019;t just look at testimonials and case studies on their site but do a bit of research on sites like G2 or Capterra to see their reviews and ratings. Look at <strong>the types of users who are submitting reviews</strong>: are they in the same industry or growth stage as your organization?</p><p>Check the lowest ratings to see if there are common problems. Also, many companies respond to complaints so you can see how they handle customer relations themselves.</p><h3 id="10-cost-and-roi"><strong>10. Cost and ROI</strong></h3><p>Finally, consider the financial aspect of the decision. Of course, the upfront cost is always important but you should also <strong>look at the CRMs&apos; long-term value</strong>.</p><p>And remember, it&#x2019;s cheaper to scale up your existing CRM than to pay for a migration to a new CRM every few years.</p><h2 id="the-top-6-b2b-crm-tools"><strong>The Top 6 B2B CRM Tools</strong></h2><p>With these criteria in mind, let&#x2019;s look at the top 6 B2B CRM tools and see how they compare:</p><h3 id="1-salesforce"><strong>1. Salesforce</strong></h3><figure class="kg-card kg-image-card"><img src="https://lh7-us.googleusercontent.com/vt3V2xmm28xQkZ6gHHFkRXr-p-OSNgH1hR8yonRCf0Bg3WSKRmPVrxy6f8nyXdqH-litb1aCofwjxkZ8NSzFEq3RoZV_3jQZ_67u2L6BPDHGDCdY-9PkiSHh8aoUfnPSd7xFI7RJnS0f" class="kg-image" alt="A Field Guide to Finding the Right B2B CRM [2026 Comparison]" loading="lazy"></figure><p><a href="https://www.salesforce.com/">Salesforce</a> is one of the most popular CRMs available and for a good reason. Firstly, it caters to <strong>specific sectors</strong> like healthcare and financial services with CRMs like <a href="https://www.salesforce.com/products/health-cloud/overview/">Salesforce Health Cloud</a>.</p><p>It also offers a comprehensive suite of software for <strong>mid-sized and enterprise companies</strong>, where they can manage customer relationships and take full advantage of Salesforce<strong> AI-powered analytics </strong>tools to get meaningful info from the data.</p><p>Salesforce is <strong>highly customizable,</strong> as well. You can adapt it to the way your team works with automated workflows, customer support management, streamlined marketing campaigns and more. Plus, it offers a plethora of integrations for the services and software you&#x2019;re currently using, including <a href="https://www.findymail.com/?utm_source=blog&amp;utm_medium=organic&amp;utm_campaign=blog">Findymail for high-quality email data</a>.</p><p>In the beginning, Salesforce is very <strong>user-friendly</strong>, thanks to the many years of experience and refining the interface. However, as you add more features to the original suite, you&#x2019;ll need development help and <strong>training</strong> for your team.</p><p><strong>Salesforce starts</strong> at $25/user/month for the bare-bones package. But if you want everything Salesforce offers, <a href="https://www.salesforce.com/products/sales-pricing/">the complete package is $500/month/user</a>. That means Salesforce can <strong>strain your budget</strong> as your company scales.</p><p>All in all, Salesforce is the #1 CRM for a reason. It&#x2019;s <strong>a good choice for most growing companies</strong>, but it also offers niche CRMs for different industries like fintech. It&#x2019;s customizable, feature-rich and offers robust security features.</p><h3 id="2-hubspot"><strong>2. HubSpot</strong></h3><figure class="kg-card kg-image-card"><img src="https://lh7-us.googleusercontent.com/Cr7u0tUSJ8rum4MTIFmjkLjWTYxD3zq8j6oMLlcqzKXwKUyxAvK5b5Ju_qeBRuzla4bUPvV8qqF3LZ0bmrsN6UE6740LLc75hgEFaIXyICEgjdRZ9kYYcthXHXx2i8E7TQN1ogbBnmFf" class="kg-image" alt="A Field Guide to Finding the Right B2B CRM [2026 Comparison]" loading="lazy"></figure><p><a href="https://www.hubspot.com/">HubSpot</a> is another top CRM choice for <strong>small to mid-sized businesses</strong>. It can fit many roles from marketing and sales collaboration to customer service and customer success functionalities.</p><p>Depending on your needs, HubSpot provides account and lead management so you can easily capture and store relevant info about customer engagement, behavior and activities.</p><p>It also offers <strong>email marketing automation</strong> so your marketing team can create more targeted and effective campaigns. And there&#x2019;s pipeline management so the sales team can track and manage leads through the customer journey. At the same time, managers will be able to review the high-level sales performance through customizable dashboards.</p><p>HubSpot is also <strong>customizable</strong> down to the workflows, the UI and data models. It&#x2019;s all straightforward to <strong>use </strong>and set up with its intuitive interface.</p><p>With HubSpot, you&#x2019;ll have all the integrations you need, even Findymail to <a href="https://www.findymail.com/blog/crm-enrichment/">enrich your CRM data</a>.</p><p>This is a cost-effective <a href="https://www.quickbase.com/blog/best-crm-for-startups-small-business">CRM for small businesses</a>, providing all the essential tools through its completely free starter package. Its starter package is completely free and provides all the essential tools. And when you&#x2019;re ready to grow and <strong>scale</strong>, you can upgrade to expand the functionality and still retain the system you&#x2019;ve gotten used to.</p><h3 id="3-close-crm"><strong>3. Close CRM</strong></h3><figure class="kg-card kg-image-card"><img src="https://lh7-us.googleusercontent.com/NdMRCYAgp0etiuZI4OR60SAPWHcaF6HxQ2PTfRgRJD5EyQKSAap7hlLfns9OU0qlKkAtsAoJIWyWKHXWVqaU2pBkF4J3z8R8MGyQCXENB6VCMfdieYT_9OOIyWJ_SdRqoM7omMV5FJR0" class="kg-image" alt="A Field Guide to Finding the Right B2B CRM [2026 Comparison]" loading="lazy"></figure><p>The <a href="https://www.close.com/">Close CRM</a> was designed for <strong>start-ups and small businesses</strong>. The system is <strong>easy to use</strong>, meaning your sales team can quickly start using Close CRM and capitalize on standout features like lead scoring, task and workflow automation, email management and more.</p><p>Close CRM&apos;s biggest <strong>highlight </strong>is the unified view of email, phone and SMS <a href="https://www.findymail.com/blog/sales-channels/">channels</a>.</p><p>It also offers seamless <strong>integrations </strong>with systems you&#x2019;re already using, including <a href="https://www.findymail.com/?utm_source=blog&amp;utm_medium=organic&amp;utm_campaign=blog">Findymail for high-quality contact details</a>.</p><p>However, the functionality is a bit limited so it <strong>might be a problem when trying to scale</strong> up operations. For example, it&#x2019;ll be great for day-to-day tasks like pipeline management, but if you want to switch to a managerial view for forecasting, all your needs will not be covered.</p><p>Close starts at $59/month/user for the essential features needed to get the ball rolling. While they offer an enterprise plan for $749/month, there are better options for enterprise B2B CRMs (including Salesforce and HubSpot).</p><p>But Close CRM is great at what it does. It&#x2019;s <strong>an attractive option for small, fast-paced sales teams</strong> that need to streamline operations so they can focus on more impactful tasks like nurturing leads or closing deals.</p><h3 id="4-pipedrive"><strong>4. Pipedrive</strong></h3><figure class="kg-card kg-image-card"><img src="https://lh7-us.googleusercontent.com/PCP0lACt3ZpCoGrIYd1-DtyaLprGO881x08mmL4LGdBRFy8c3grGzN0IbxBlvwqo0UX7bSr8dFEfMJ-X_Ae7W0Z41hgw352ChrVU_t61a1aSLJXsRCUhR7UuZjK4aQ6ITMAd6ut7-_7f" class="kg-image" alt="A Field Guide to Finding the Right B2B CRM [2026 Comparison]" loading="lazy"></figure><p><a href="https://www.pipedrive.com/">Pipedrive</a> is another CRM provider that empowers sales reps. It&#x2019;s a powerful solution for <strong>small B2B companies without complex product offerings</strong>. As its name implies, it f<strong>ocuses on pipeline management</strong>.</p><p>It provides all the tools needed for the entire customer journey. There&#x2019;s marketing automation so you can trigger emails based on customer engagement and interactions. Then, it streamlines data input and tracks communications so the sales team can effectively nurture leads with automatic <strong>personalized follow-up emails</strong>.</p><p>And with AI-driven <a href="https://www.findymail.com/blog/sales-analytics/">sales analytics</a> and advanced visualizations, Pipedrive makes it easy to spot (and seize) opportunities. All of this is wrapped in an easy-to-use interface so you <strong>don&#x2019;t need to spend a lot of time training</strong> your team on how to use it.</p><p>Pipedrive also offers <strong>robust integration support</strong> for hundreds of tools (<a href="https://www.findymail.com/?utm_source=blog&amp;utm_medium=organic&amp;utm_campaign=blog">Findymail included</a>) so you can quickly scale as you plug new systems into your stack.</p><p>Finally, Pipedrive is also one of the most affordable B2B CRMs, starting at $15/month, with the most expensive plan being $99/month.</p><h3 id="5-copper-crm"><strong>5. Copper CRM</strong></h3><figure class="kg-card kg-image-card"><img src="https://lh7-us.googleusercontent.com/ccQ5oRo2gpdPClbEpoPW6Yk1QnvQ7lCztxmxYm3ienYaDxCPAwvJ8W4hnB_mu2s5qgkmOquHWWQIAU53aNhJqFICy14hPNDdaCqs5ObS4IKIusE9oNOwwZKcQYuv8yHle7dG0pqPCuuM" class="kg-image" alt="A Field Guide to Finding the Right B2B CRM [2026 Comparison]" loading="lazy"></figure><p><a href="https://www.copper.com/">Copper CRM</a> is built for companies that operate on <strong>the Google Workspace framework</strong>. It works and looks like the rest of Google Apps like GSheets, so it&#x2019;s extremely intuitive if you&#x2019;re already in that ecosystem.</p><p>What&#x2019;s great about Copper is that you can get a lot done without ever leaving your inbox. It can <strong>record lead contact info and past interactions directly into the CRM</strong>. Plus, it will track all of your events in Google Calendar so you never miss an important meeting.</p><p>Copper also offers <strong>workflow automation</strong> and eliminates repetitive tasks like manual data entry. Although it&apos;s built for Google products, it offers plenty of integrations with tools with <a href="https://mailchimp.com/">Mailchimp</a>, <a href="https://www.docusign.com/en-ph">DocuSign</a> and <a href="https://www.findymail.com/?utm_source=blog&amp;utm_medium=organic&amp;utm_campaign=blog">Findymail</a>.</p><p>However, <strong>its strength is its greatest weakness.</strong> It will be difficult to scale to other channels besides email. Similarly, when you need to scale beyond the confines of Google Workspace, you&#x2019;ll need a different solution.</p><p>Copper CRM&apos;s basic plan starts at $29/month.</p><h3 id="6-zoho-crm"><strong>6. Zoho CRM</strong></h3><figure class="kg-card kg-image-card"><img src="https://lh7-us.googleusercontent.com/rvJMKxR1pGywJ5mOrh4vTraIf_9jEyAVqDVgR5QXdGasFpz5ut9S_CSZI7vW-8DoVEO7vP_jwg9egjMDFBMPhwo9TCPlMexMy6l_09M0w6YEPGrHaadwmv21GtL-fsWlFCtJXJt1Eo5P" class="kg-image" alt="A Field Guide to Finding the Right B2B CRM [2026 Comparison]" loading="lazy"></figure><p><a href="https://www.zoho.com/crm/">Zoho</a> offers a comprehensive cloud-based CRM with AI-powered features such as:</p><ul><li>Predictive sales</li><li>Sales forecasting</li><li>Sales process management</li><li>Lead scoring</li></ul><p>And more! Of course, the accuracy of the AI-driven features will depend on the accuracy of the data you put into the system, so pay special attention to integrations and data hygiene.</p><p>Speaking of integrations, Zoho <strong>integrates </strong>with plenty of tools you already use, including <a href="https://www.findymail.com/?utm_source=blog&amp;utm_medium=organic&amp;utm_campaign=blog">Findymail</a>, <a href="https://slack.com/">Slack</a> and <a href="https://www.xero.com/ph/">Xero</a>.</p><p>In terms of day-to-day sales ops, Zoho CRM helps your team with robust reporting and analytics tools, <strong>workflow automation</strong>, advanced customer segmentation and <strong>real-time data capture</strong> to create holistic customer profiles.</p><p>You can make Zoho CRM your own with its <strong>extensive customization</strong> and <strong>role-specific UIs</strong>. Each team member won&#x2019;t only get the data they need. They&#x2019;ll also be able to get a unique view that adapts to the way <em>they </em>work.</p><p>Finally, Zoho CRM is <strong>one of the most affordable options for scalable B2B CRMs</strong>. It starts at $20/month, with its most comprehensive Ultimate package at just $65/month.</p><h2 id="avoid-crm-induced-headaches"><strong>Avoid CRM-Induced Headaches</strong></h2><p>You know what they say: when a CRM is good, then it&#x2019;s not a big part of your sales success. But when it&#x2019;s bad, you feel the effects like a constant sharp pain in your side.</p><p>A good B2B CRM works exactly the way it should &#x2013; in the background. Your team seamlessly uses it and you feel a lift on your revenue. <strong>When it&#x2019;s not the right fit, you&#x2019;ll feel a pinch.</strong></p><p>So before you make the final decision, spend time evaluating and researching your top contenders. Consult your team and everyone who will be using, implementing and customizing it.</p><p>Bookmark this guide and run through the criteria checklist. Remember: you&#x2019;re in this for the long haul. Will your CRM be there to support you?</p>]]></content:encoded></item><item><title><![CDATA[How to Measure Revenue Loss in Your CRM]]></title><description><![CDATA[Teams measure pipeline and forecasts, not the CRM data behind them. Learn how to measure and reduce hidden revenue risk before it costs a deal.]]></description><link>https://www.findymail.com/blog/crm-revenue-loss/</link><guid isPermaLink="false">6a68885b2fad8c5379bf89b5</guid><category><![CDATA[CRMs]]></category><category><![CDATA[Sales]]></category><dc:creator><![CDATA[James Carter]]></dc:creator><pubDate>Wed, 29 Jul 2026 05:56:22 GMT</pubDate><media:content url="https://www.findymail.com/blog/content/images/2026/07/How-to-Measure-Revenue-Loss-in-Your-CRM.png" medium="image"/><content:encoded><![CDATA[<img src="https://www.findymail.com/blog/content/images/2026/07/How-to-Measure-Revenue-Loss-in-Your-CRM.png" alt="How to Measure Revenue Loss in Your CRM"><p>Your forecast is only as honest as the <a href="https://www.findymail.com/blog/evaluate-crm/">CRM underneath it</a>.</p><p>Revenue teams will argue for an hour about pipeline coverage and win rates, then build every one of those numbers on contact records nobody has looked at since last year. The math gets audited. The data feeding the math doesn&apos;t.</p><p><strong>So here&apos;s the question almost nobody asks in the QBR:</strong> how much do you actually trust the records those forecasts are sitting on? If you can&apos;t say how many of your champions have quietly left, how many open deals hang on one person who stopped replying, or how many <a href="https://www.findymail.com/blog/job-change-tracking/">&quot;key&quot; contacts changed jobs</a> without a single flag going up, then your CRM is already hiding revenue risk. It just hasn&apos;t shown up in the forecast yet.</p><p><strong>This article reframes CRM health as something you can measure:</strong> not a tidiness problem, but a revenue risk you can track and shrink before it costs you a deal.</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Your CRM data is decaying while you read this sentence.</strong><br><br><a href="https://www.findymail.com/crm-enrichment/"><strong>Datacare</strong></a> monitors your records continuously and flags the decay before it reaches your forecast, so the health check becomes a live number instead of an annual panic.</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">See what&apos;s rotting in your CRM &#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 Measure Revenue Loss in Your CRM</strong><br><br><strong>What This Guide Covers:</strong> How to spot, measure, and reduce hidden revenue risk in your CRM before it turns into lost deals.<br><br><strong>Why This Problem Stays Invisible:</strong><br>1. Traditional sales metrics only measure what already happened<br>2. Data quality is a leading indicator almost nobody tracks<br><br><strong>The Four Hidden Sources of Risk:</strong><br>1. Relationship risk (single-threaded accounts)<br>2. Contact risk (stale emails, titles, numbers)<br>3. Ownership risk (reassigned or orphaned accounts)<br>4. Visibility risk (data you can&apos;t see the quality of)<br><br><strong>How to Act on It:</strong><br>1. Build a revenue risk scorecard you can measure consistently<br>2. Calculate pipeline at risk with one simple formula<br>3. Move from one-off cleanups to continuous monitoring<br><br><strong>Bottom Line:</strong> The teams that catch revenue risk early aren&apos;t running better cleanups. They&apos;re watching what changes, not just what&apos;s already stale.</div></div><h2 id="why-traditional-sales-metrics-miss-revenue-risk"><strong>Why Traditional Sales Metrics Miss Revenue Risk</strong></h2><p>Your team already tracks pipeline, forecast, win rate, ARR, activity, conversion. Good. Keep all of it.</p><p><strong>But notice what every one of those has in common:</strong> they tell you what already happened. They&apos;re the scoreboard after the play. None of them says a word about whether the <a href="https://www.findymail.com/blog/data-cleansing/">customer data underneath can be trusted</a> going forward.</p><p><a href="https://www.findymail.com/blog/crm-data-quality/">Data quality</a> is a leading indicator. Revenue performance is a lagging one. By the time a <a href="https://www.findymail.com/blog/cost-of-bad-crm-data/">bad-data problem</a> shows up in your win rate, it&apos;s been quietly working against you for months, and you&apos;re measuring the damage instead of the cause.</p><p><strong>Which raises an uncomfortable question:</strong> if you can&apos;t say how reliable your CRM is today, what exactly is tomorrow&apos;s forecast built on?</p><h2 id="revenue-loss-starts-long-before-revenue-is-lost"><strong>Revenue Loss Starts Long Before Revenue Is Lost</strong></h2><p><strong>Most companies clock revenue loss at the worst possible moment:</strong> after the deal stalls, after the renewal slips, after the forecast has already been committed to the board. By then it&apos;s a post-mortem.</p><p>Those moments are symptoms. The cause showed up months earlier, in the CRM, in ways that never triggered an alert. A champion left and their record just sat there, still marked active. A buying committee quietly shrank to one lukewarm contact. An email started bouncing and nobody connected it to the deal it was attached to.</p><p>None of these feel urgent on their own. That&apos;s the problem. They compound quietly, and the first time anyone notices is when a number you were counting on doesn&apos;t land.</p><h2 id="the-four-hidden-sources-of-revenue-risk-in-your-crm"><strong>The Four Hidden Sources of Revenue Risk in Your CRM</strong></h2><p>Revenue risk in a CRM tends to come from four places. Most teams can&apos;t measure any of them.</p><h3 id="1-relationship-risk"><strong>1. Relationship Risk</strong></h3><p>One contact should never carry an entire account, yet plenty of &quot;strategic&quot; logos hang on exactly one person. When that person leaves, gets reorganized, or simply stops caring, the relationship leaves with them and the CRM keeps insisting everything&apos;s fine.</p><ul><li>How many accounts have exactly one active contact?</li><li>Which of your biggest customers would you lose access to overnight if a single champion walked?</li></ul><h3 id="2-contact-risk"><strong>2. Contact Risk</strong></h3><p>Emails, phone numbers, and job titles rot on a schedule you don&apos;t control. People change companies roughly every couple of years, and every one of those moves quietly breaks a record you were relying on. A title that&apos;s eighteen months stale isn&apos;t a small inaccuracy; it can mean you&apos;re routing your best messaging to someone who no longer has the authority to say yes.</p><ul><li>When was the last time your contacts were actually verified?</li><li>How many bounces did you eat this month before anyone treated it as a data problem instead of a sending one?</li></ul><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>A bounce isn&apos;t a sending problem. It&apos;s a data problem wearing a disguise.</strong><br><br><a href="https://www.findymail.com/crm-enrichment/">Datacare</a> re-verifies your contacts on an <strong>ongoing basis</strong> and catches the job changes and dead addresses before your team ships outreach to a mailbox that stopped existing months ago.</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">Stop emailing ghosts &#x2192;</a></div><h3 id="3-ownership-risk"><strong>3. Ownership Risk</strong></h3><p>People leave. Territories get redrawn. Accounts get reassigned in a spreadsheet at the end of a quarter and then half-forgotten. What&apos;s left behind is a pile of records that technically have an owner and functionally have nobody.</p><ul><li>Who actually owns your most valuable relationships today, not on the org chart from January?</li><li>Which of those high-value accounts hasn&apos;t had a real, two-way interaction in longer than you&apos;d like to admit out loud?</li></ul><h3 id="4-visibility-risk"><strong>4. Visibility Risk</strong></h3><p>This one underwrites the other three. You can&apos;t fix what you can&apos;t see, and most CRMs are generous with pipeline value while telling you almost nothing about the quality of the data producing it. The dashboard shows a confident number. It won&apos;t show you that a third of the records behind it are questionable.</p><ul><li>Which of your open opportunities are carrying outdated stakeholder info right now?</li><li>How much of your forecast rests on relationships you&apos;ve verified versus relationships you&apos;re assuming still exist?</li></ul><h2 id="a-better-way-to-measure-revenue-loss"><strong>A Better Way to Measure Revenue Loss</strong></h2><p><strong>The usual question is backward-looking:</strong> &quot;How many deals did we lose?&quot; You can only ask it after the loss. It&apos;s an autopsy.</p><p><strong>Swap it for questions you can ask today, while there&apos;s still time to act:</strong></p><ul><li>How many opportunities depend on a single contact?</li><li>How many decision-makers in your pipeline have changed jobs since the deal opened?</li><li>How many customer records haven&apos;t been verified in the last quarter?</li><li>How many strategic accounts currently have zero active relationships?</li><li>How much of your pipeline rests on data you&apos;d quietly admit you don&apos;t fully trust?</li></ul><p>You&apos;re not chasing a perfect score here. You&apos;re dragging the blind spots into the light, the ones your standard sales metrics were never built to catch.</p><h2 id="building-a-revenue-risk-scorecard"><strong>Building a Revenue Risk Scorecard</strong></h2><p>You don&apos;t need a fancy index. You need a short list of things you can measure the same way every month, so the trend line means something.</p><p><strong>Start here:</strong></p><ul><li><strong>Contact freshness:</strong> when were these records last verified?</li><li><strong>Champion coverage:</strong> how many accounts rest on a single person?</li><li><strong>Multi-threading:</strong> how many active relationships per account, really?</li><li><strong>Job-change detection:</strong> are you catching moves as they happen, or at renewal?</li><li><strong>Data verification:</strong> what share of your database has been checked recently?</li><li><strong>Stakeholder completeness:</strong> are your buying committees whole, or full of holes?</li><li><strong>Account engagement health:</strong> which accounts have gone quiet without anyone noticing?</li></ul><p>The score itself matters less than whether you can measure each line consistently. A rough number you track every month beats a precise one you calculate once and forget.</p><h2 id="put-a-number-on-it-the-pipeline-at-risk-formula"><strong>Put a Number on It: The Pipeline at Risk Formula</strong></h2><p>Asking the right questions gets you most of the way there. If you want an actual figure to bring into the QBR, here&apos;s the simplest version, and it comes straight out of a pipeline report you already have.</p><div class="kg-card kg-callout-card kg-callout-card-red"><div class="kg-callout-emoji">&#x1F3AF;</div><div class="kg-callout-text">Revenue at Risk = Open Pipeline &#xD7; % of Opportunities Affected by Job Changes &#xD7; Win Rate</div></div><p>Example:</p><ul><li>Open pipeline: $2,000,000</li><li>18% of opportunities have a key stakeholder leave</li><li>Win rate: 30%</li></ul><div class="kg-card kg-callout-card kg-callout-card-red"><div class="kg-callout-emoji">&#x1F3AF;</div><div class="kg-callout-text">$2,000,000 &#xD7; 18% &#xD7; 30% = <strong>$108,000</strong> in revenue that could disappear because of job changes alone, if nothing is done.</div></div><p>Swap in your own historical numbers once you&apos;ve got a quarter or two to pull from. The percentages here are illustrative, not a benchmark to hit.</p><h2 id="enrichment-answers-one-question-datacare-answers-another"><strong>Enrichment Answers One Question. Datacare Answers Another.</strong></h2><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/07/How-to-Measure-Revenue-Loss-in-Your-CRM-Datacare.png" class="kg-image" alt="How to Measure Revenue Loss in Your CRM" loading="lazy" width="2000" height="1080" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/How-to-Measure-Revenue-Loss-in-Your-CRM-Datacare.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/How-to-Measure-Revenue-Loss-in-Your-CRM-Datacare.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/How-to-Measure-Revenue-Loss-in-Your-CRM-Datacare.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/07/How-to-Measure-Revenue-Loss-in-Your-CRM-Datacare.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.findymail.com/crm-enrichment/">Findymail CRM Datacare</a></figcaption></figure><p><strong>Most enrichment tools are built to answer:</strong> &quot;What data can I add today?&quot; You upload a list, they fill in the gaps, and for a week or two <a href="https://www.findymail.com/blog/crm-hygiene/">your CRM looks clean</a>.</p><p><strong>Datacare is built to answer a different question:</strong> &quot;What changed in my CRM since yesterday?&quot;</p><p>A champion switching companies on Tuesday doesn&apos;t care that you ran an enrichment project in March. A contact going stale in June doesn&apos;t wait for your next quarterly cleanup to become a liability. The risk isn&apos;t static, so a static fix can&apos;t touch it.</p><p><a href="https://www.findymail.com/crm-enrichment/">Datacare</a> doesn&apos;t wait for a scheduled run to notice. <strong>It watches every record for the specific changes that create the four risks above:</strong></p><ul><li>Fills in missing contact and company data as it finds gaps</li><li>Keeps records fresh, removing invalid emails and refreshing outdated fields automatically</li><li>Flags contacts the moment they switch jobs, so the record updates instead of going stale</li><li>Catches duplicate contacts and companies before they pile up in your CRM</li></ul><p>That&apos;s what turns the scorecard above from a spreadsheet you update once a quarter into a live number.</p><p>This is the <strong>actual gap</strong> between Datacare and a <a href="https://www.findymail.com/blog/crm-enrichment/">one-time enrichment tool</a>. One gives you a clean database for a week. Datacare tells you the day a relationship starts to rot, not the quarter you happen to notice.</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Enrichment is a snapshot, your CRM keeps moving after it&apos;s taken.</strong><br><br><strong><a href="https://www.findymail.com/crm-enrichment/">Datacare</a> </strong>watches for the changes, not just the gaps: job moves, dead emails, accounts quietly going single-threaded, the moment they happen. That&apos;s the difference between cleaning your data once and keeping it honest all year.</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">See what changed in your CRM &#x2192;</a></div><h2 id="final-thoughts"><strong>Final Thoughts</strong></h2><p>Every revenue team measures pipeline, ARR, forecast accuracy, win rate. Almost none measure the reliability of the data those numbers are built on.</p><p>If your CRM can&apos;t tell you who still works there, who owns the relationship, or which accounts just went single-threaded, your forecast is a well-formatted guess.</p><p>Revenue loss doesn&apos;t start at &quot;Closed Lost.&quot; It starts in the small gaps nobody measured. The teams that consistently outperform aren&apos;t better forecasters. They&apos;re better at catching risk while it&apos;s still just risk.</p><p>By now the real question isn&apos;t whether your CRM has hidden revenue risk. It&apos;s how much, and that&apos;s not something you can answer by reading an article. It&apos;s something a health check can actually show you.</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Find out what your forecast is really standing on.</strong><br><br>A <strong><a href="https://www.findymail.com/">free Datacare CRM health check</a></strong> surfaces the champions who&apos;ve gone quiet, the contacts rotting in the background, and the accounts one resignation away from going dark, before any of it shows up in a lost deal.</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">Get your free CRM health check &#x2192;</a></div>]]></content:encoded></item><item><title><![CDATA[Top 17 UpLead Alternatives in 2026 (Findymail, Apollo, Lusha & More)]]></title><description><![CDATA[Compare 17 best UpLead alternatives for B2B contact data. Findymail leads with real-time verification, transparent pricing & superior accuracy.]]></description><link>https://www.findymail.com/blog/uplead-alternatives/</link><guid isPermaLink="false">68a2d7c12fad8c5379bf58a7</guid><category><![CDATA[Cold Email]]></category><dc:creator><![CDATA[Valentin]]></dc:creator><pubDate>Fri, 24 Jul 2026 05:00:00 GMT</pubDate><media:content url="https://www.findymail.com/blog/content/images/2026/02/Uplead-Alt--1--1.png" medium="image"/><content:encoded><![CDATA[<img src="https://www.findymail.com/blog/content/images/2026/02/Uplead-Alt--1--1.png" alt="Top 17 UpLead Alternatives in 2026 (Findymail, Apollo, Lusha &amp; More)"><p>Finding the <a href="https://www.findymail.com/email-finder/">right B2B contact data tool</a> can make or break your outreach. UpLead has its fans, but restrictive credit limits, inconsistent verification, and pricing that punishes growth push a lot of teams to look elsewhere.</p><p>This guide covers <strong>17 alternatives worth considering</strong>, whether you&apos;re a startup watching budget, a scaling team that needs reliable automation, or an enterprise that can&apos;t afford bad data reaching the inbox.</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>UpLead&apos;s credit system wasn&apos;t built for teams that actually prospect at scale.</strong><br><br><strong><a href="https://www.findymail.com/">Findymail</a> </strong>charges you only for verified, deliverable emails. No surprise overages, no credits burned on bad data. It&apos;s the accuracy benchmark the rest of this list gets measured against.</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 &#x2192;</a></div><h2 id="uplead-alternatives-feature-comparison-table"><strong>UpLead Alternatives: Feature Comparison Table</strong></h2><p>When evaluating <strong>how UpLead competitors compare</strong>, this comprehensive comparison shows the <strong>key features</strong> and capabilities across the <strong>best alternatives to UpLead</strong>:</p><!--kg-card-begin: html--><table style="border: none ; border-collapse: collapse">
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<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: &quot;manrope&quot; , 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: &quot;manrope&quot; , 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: &quot;manrope&quot; , 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: &quot;manrope&quot; , 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: &quot;manrope&quot; , 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: &quot;manrope&quot; , 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: &quot;manrope&quot; , 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: &quot;manrope&quot; , 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 ; text-align: center ; margin-top: 0pt ; margin-bottom: 0pt"><span style="font-size: 11pt ; font-family: &quot;manrope&quot; , 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 ; text-align: center ; margin-top: 0pt ; margin-bottom: 0pt"><span style="font-size: 11pt ; font-family: &quot;manrope&quot; , 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 ; text-align: center ; margin-top: 0pt ; margin-bottom: 0pt"><span style="font-size: 11pt ; font-family: &quot;manrope&quot; , 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 ; text-align: center ; margin-top: 0pt ; margin-bottom: 0pt"><span style="font-size: 11pt ; font-family: &quot;manrope&quot; , 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 ; text-align: center ; margin-top: 0pt ; margin-bottom: 0pt"><span style="font-size: 11pt ; font-family: &quot;manrope&quot; , 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 ; text-align: center ; margin-top: 0pt ; margin-bottom: 0pt"><span style="font-size: 11pt ; font-family: &quot;manrope&quot; , 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: 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: &quot;manrope&quot; , 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">Bookyourdata</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: &quot;manrope&quot; , 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 ; text-align: center ; margin-top: 0pt ; margin-bottom: 0pt"><span style="font-size: 11pt ; font-family: &quot;manrope&quot; , 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 ; text-align: center ; margin-top: 0pt ; margin-bottom: 0pt"><span style="font-size: 11pt ; font-family: &quot;manrope&quot; , 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 ; text-align: center ; margin-top: 0pt ; margin-bottom: 0pt"><span style="font-size: 11pt ; font-family: &quot;manrope&quot; , 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;</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: &quot;manrope&quot; , 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 ; text-align: center ; margin-top: 0pt ; margin-bottom: 0pt"><span style="font-size: 11pt ; font-family: &quot;manrope&quot; , 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;</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: &quot;manrope&quot; , 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">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: 1.38 ; text-align: center ; margin-top: 0pt ; margin-bottom: 0pt"><span style="font-size: 11pt ; font-family: &quot;manrope&quot; , 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 ; text-align: center ; margin-top: 0pt ; margin-bottom: 0pt"><span style="font-size: 11pt ; font-family: &quot;manrope&quot; , 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 ; text-align: center ; margin-top: 0pt ; margin-bottom: 0pt"><span style="font-size: 11pt ; font-family: &quot;manrope&quot; , 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 ; text-align: center ; margin-top: 0pt ; margin-bottom: 0pt"><span style="font-size: 11pt ; font-family: &quot;manrope&quot; , 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 ; text-align: center ; margin-top: 0pt ; margin-bottom: 0pt"><span style="font-size: 11pt ; font-family: &quot;manrope&quot; , 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 ; text-align: center ; margin-top: 0pt ; margin-bottom: 0pt"><span style="font-size: 11pt ; font-family: &quot;manrope&quot; , 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;</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: &quot;manrope&quot; , 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">Artisan</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: &quot;manrope&quot; , 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 ; text-align: center ; margin-top: 0pt ; margin-bottom: 0pt"><span style="font-size: 11pt ; font-family: &quot;manrope&quot; , 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 ; text-align: center ; margin-top: 0pt ; margin-bottom: 0pt"><span style="font-size: 11pt ; font-family: &quot;manrope&quot; , 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 ; text-align: center ; margin-top: 0pt ; margin-bottom: 0pt"><span style="font-size: 11pt ; font-family: &quot;manrope&quot; , 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 ; text-align: center ; margin-top: 0pt ; margin-bottom: 0pt"><span style="font-size: 11pt ; font-family: &quot;manrope&quot; , 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 ; text-align: center ; margin-top: 0pt ; margin-bottom: 0pt"><span style="font-size: 11pt ; font-family: &quot;manrope&quot; , 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>
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</tbody></table><!--kg-card-end: html--><h2 id="1-findymail-%E2%80%93-the-best-uplead-alternative"><strong>1. <strong>Findymail &#x2013; The Best UpLead 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-6.png" class="kg-image" alt="Top 17 UpLead 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-6.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/Apollo-Alternatives_-Findymail-6.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/Apollo-Alternatives_-Findymail-6.png 1600w, https://www.findymail.com/blog/content/images/2026/06/Apollo-Alternatives_-Findymail-6.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>UpLead&apos;s credit limitations and inconsistent verification push a lot of teams to look for something better. <strong>Findymail fixes both problems: </strong>real-time email verification, transparent pay-per-verified-email pricing, and <a href="https://www.findymail.com/crm-enrichment/">CRM enrichment</a> that slots into your existing stack without friction.</p><p>The data is verified before you&apos;re charged, which means bounce rates stay low and your sender reputation stays intact.</p><p><strong>Mini-Case Study:</strong> A B2B SaaS company switched from UpLead to Findymail and cut bounce rates by 31%, with meeting bookings up 22% within 60 days.</p><div class="kg-card kg-callout-card kg-callout-card-red"><div class="kg-callout-emoji">&#x1F3AF;</div><div class="kg-callout-text"><strong><a href="https://www.findymail.com/">Try Findymail for free - No credit card required</a></strong></div></div><h3 id="key-features"><strong>Key Features</strong></h3><ul><li><strong>Real-time email and phone number verification</strong> - Unlike UpLead&apos;s batch processing, get <strong>instant verification results</strong></li><li><strong>LinkedIn Sales Navigator export</strong> - Seamlessly extract contacts with <strong>verified data</strong></li><li><strong>Chrome Extension + Google Sheets Add-on</strong> - Work directly within your <strong>existing workflows</strong></li><li><strong>Comprehensive API &amp; CRM integrations</strong> (HubSpot, Pipedrive, Salesforce, and more)</li><li><strong>GDPR/CCPA-compliant data sources</strong> - Ensure <strong>legal compliance</strong> across all markets</li><li><strong>Bulk contact enrichment</strong> - Process thousands of contacts simultaneously</li><li><strong>One-click LinkedIn contact export</strong> - Export leads directly from <strong>LinkedIn profiles</strong></li><li><strong>Advanced automation workflows</strong> - Set up complex enrichment sequences</li></ul><h3 id="pros"><strong>Pros</strong></h3><ul><li><strong>Extremely accurate data</strong> with very low bounce rates (under 2%)</li><li><strong>No outdated contacts</strong> thanks to real-time data verification</li><li><strong>Seamless integration</strong> with major CRMs, sales tools and <a href="https://www.findymail.com/api/">API access</a></li><li><strong>Simple UX/UI</strong> with fast setup and intuitive workflow</li><li><strong>Flexible credit system</strong> without aggressive limits like Lusha</li><li><strong>Transparent, predictable pricing</strong> with no hidden fees</li><li><strong>Outstanding customer support</strong> team with quick response times</li></ul><h3 id="best-for"><strong>Best For</strong></h3><p>Findymail is ideal for <strong>startups, recruiters, SDRs</strong>, growth marketers, and data-driven B2B sales teams who need <strong>fresh, accurate contact information</strong> at scale. It&apos;s particularly valuable for teams currently <strong>frustrated with UpLead&apos;s limitations</strong> and seeking a more powerful, reliable B2B contact data tool.</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Bounce rates don&apos;t just kill campaigns. They kill your sender reputation.</strong><br><br>Findymail&apos;s real-time verification means every contact you export is deliverable before it touches your sequence. Under 5% bounce rate, no batch processing delays, no guesswork.</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 Verified Contacts &#x2192;</a></div><h2 id="2-bookyourdata"><strong>2. </strong>BookYourData</h2><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/06/BookYourData-LP.png" class="kg-image" alt="Top 17 UpLead Alternatives in 2026 (Findymail, Apollo, Lusha &amp; More)" loading="lazy" width="2000" height="1098" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/06/BookYourData-LP.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/BookYourData-LP.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/BookYourData-LP.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/06/BookYourData-LP.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.bookyourdata.com/">BookYourData</a></figcaption></figure><h3 id="overview-1">Overview</h3><p>Bookyourdata is a strong UpLead alternative for teams that want immediate access to B2B leads without recurring subscriptions or complicated pricing models.</p><p>Unlike many providers, Bookyourdata uses a pay-as-you-go model, making it ideal for businesses that need flexibility and predictable spending.</p><p>Its verified global contact database helps teams launch campaigns faster while maintaining strong deliverability.</p><h3 id="key-features-1">Key Features</h3><ul><li>Pay-as-you-go pricing</li><li>Verified B2B contact database</li><li>Real-time email validation</li><li>Direct dials and business emails</li><li>Advanced filters by title, industry, revenue, size, and location</li><li>CSV export access</li><li>No contracts or forced subscriptions</li></ul><h3 id="pros-1">Pros</h3><ul><li>No monthly commitment required</li><li>High email accuracy rates</li><li>Easy to use platform</li><li>Strong value for agencies and startups</li><li>Flexible spend model</li><li>Fast lead list generation</li></ul><h3 id="cons">Cons</h3><ul><li>Fewer built-in automation tools</li><li>Limited native CRM integrations compared to full suites</li><li>Better for data access than outreach execution</li></ul><h3 id="best-for-1">Best For</h3><p>Agencies, founders, recruiters, and sales teams that want verified leads without monthly subscriptions.</p><h2 id="3-apolloio">3. Apollo.io</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--5.png" class="kg-image" alt="Top 17 UpLead 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--5.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/Lusha-Alternatives_-Apollo--1--5.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/Lusha-Alternatives_-Apollo--1--5.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/06/Lusha-Alternatives_-Apollo--1--5.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="Apollo.io">Apollo.io</a></figcaption></figure><h3 id="overview-2"><strong>Overview</strong></h3><p><a href="https://www.findymail.com/blog/apolloio-alternatives/">Apollo.io</a> stands out among <strong>UpLead competitors</strong> by offering a complete <strong>sales</strong> <strong>engagement</strong> <strong>and</strong> <strong>prospecting</strong> <strong>suite</strong> with an integrated B2B contact database. Unlike UpLead&apos;s focus solely on data, Apollo combines contact discovery with multichannel outreach capabilities, making it a <strong>comprehensive sales prospecting platform.</strong></p><h3 id="key-features-2"><strong>Key Features</strong></h3><ul><li><strong>Massive contact database</strong> with over 275 million contacts</li><li><strong>Intent data and buying signals</strong> for better targeting</li><li><strong>Email and call sequences</strong> for automated outreach</li><li><strong>Native CRM integrations</strong> with major platforms</li><li><strong>LinkedIn prospecting extension</strong> for social selling</li><li><strong>Advanced filtering and segmentation</strong> capabilities</li></ul><h3 id="pros-2"><strong>Pros</strong></h3><ul><li><strong>Affordable starter plans</strong> make it accessible for small teams</li><li><strong>Excellent for multichannel outbound</strong> campaigns</li><li><strong>Strong analytics and reporting</strong> features</li><li><strong>All-in-one platform</strong> reduces tool complexity</li></ul><h3 id="cons-1"><strong>Cons</strong></h3><ul><li><strong>Some contact data may be outdated</strong> compared to newer alternatives</li><li><strong>Export limits on lower-tier plans</strong> can be restrictive</li><li><strong>Interface can feel bloated</strong> with too many features</li><li><strong>Learning curve</strong> for advanced features</li></ul><h3 id="best-for-2"><strong>Best for</strong></h3><p>Sales teams running <strong>high-volume outbound</strong> campaigns who want to combine lead generation tools with <strong>engagement capabilities</strong> in a single platform.</p><h3 id="free-vs-paid-uplead-alternatives"><strong>Free vs Paid UpLead Alternatives</strong></h3><p>When exploring <strong>free alternatives to UpLead</strong>, it&apos;s important to understand the <strong>pricing structure</strong> and limitations. While several <strong>cost-effective UpLead alternatives</strong> offer free tiers, most affordable alternatives to UpLead provide better value through transparent paid plans:</p><p><strong>Free Options:</strong></p><ul><li><strong>Hunter.io</strong> - Offers 25 searches per month</li><li><strong>VoilaNorbert</strong> - Provides 50 free email searches</li><li><strong>Apollo.io</strong> - Limited free tier with basic features</li></ul><p><strong>Best Value Paid Alternatives:</strong></p><ul><li><strong>Findymail</strong> - Transparent pricing starting at competitive rates</li><li><strong>Snov.io</strong> - Affordable plans for small teams<strong>Lusha</strong> - Reasonable pricing for LinkedIn-focused prospecting</li></ul><h2 id="4-artisan"><strong>4. </strong>Artisan</h2><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/07/Artisan-LP.png" class="kg-image" alt="Top 17 UpLead Alternatives in 2026 (Findymail, Apollo, Lusha &amp; More)" loading="lazy" width="1765" height="1077" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Artisan-LP.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Artisan-LP.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Artisan-LP.png 1600w, https://www.findymail.com/blog/content/images/2026/07/Artisan-LP.png 1765w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.artisan.co/ai-lead-generation">Artisan</a></figcaption></figure><h3 id="overview-3">Overview</h3><p><a href="https://www.artisan.co/ai-lead-generation">Artisan</a> is an AI-powered lead generation platform built around <strong>Ava</strong>, an autonomous AI BDR that helps sales teams identify, qualify, and <strong>engage high-intent prospects</strong>. Rather than relying on static contact databases, Ava combines a large B2B database with intent signals, CRM enrichment, and AI-driven prospecting to build targeted lead lists and launch <strong>personalized outbound campaigns</strong>.</p><h3 id="key-features-3">Key Features</h3><ul><li><strong>AI-powered</strong> lead generation using 250M+ verified B2B contacts</li><li><strong>Finds high-intent prospects</strong> using buying and intent signals</li><li><strong>CRM data enrichment</strong> and automated lead qualification</li><li><strong>Personalized AI-generated</strong> outbound campaigns</li><li><strong>Waterfall data enrichment</strong> for emails, phone numbers, and company data</li><li><strong>Multi-channel outreach</strong> with automated follow-ups and CRM sync</li><li><strong>Automatic meeting scheduler</strong> that detects buying intent in replies and books discovery calls directly onto your team&apos;s calendar</li></ul><h3 id="pros-3">Pros</h3><ul><li><strong>Prioritizes high-intent leads</strong> instead of generic prospect lists</li><li><strong>Enriches CRM records</strong> to improve lead quality and personalization</li><li><strong>Automates lead research</strong>, qualification, and outreach in one platform</li><li><strong>Generates context-aware campaigns</strong> using CRM and intent data</li><li><strong>Reduces manual prospecting</strong> for SDR and sales teams</li></ul><h3 id="cons-2">Cons</h3><ul><li><strong>Requires reconnecting mailboxes</strong> if email integrations become disconnected</li><li><strong>Initial setup and CRM integration</strong> may take time to configure properly</li></ul><h3 id="best-for-3">Best for</h3><p>Growing B2B sales teams and revenue organizations looking to automate AI lead generation. Artisan is especially well suited for companies that want to discover high-intent buyers, enrich CRM data, and run personalized outbound campaigns with minimal manual prospecting.</p><h2 id="5-lusha">5. Lusha</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-5.png" class="kg-image" alt="Top 17 UpLead 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-5.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/Apollo-Alternatives_-Lusha-5.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/Apollo-Alternatives_-Lusha-5.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/06/Apollo-Alternatives_-Lusha-5.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.lusha.com/hp/">Lusha</a></figcaption></figure><h3 id="overview-4"><strong>Overview</strong></h3><p><a href="https://www.findymail.com/blog/lusha-alternatives/">Lusha</a> is a <strong>widely recognized B2B contact data tool</strong> particularly known for its LinkedIn Chrome extension that enables users to find <strong>business emails and phone numbers</strong> directly from profiles. </p><p>While popular among small teams for its ease of use, Lusha faces criticism for limited credits, <strong>pricing transparency issues</strong>, and GDPR compliance concerns, especially for <strong>European users</strong>.</p><h3 id="key-features-4"><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> across multiple sources</li><li><strong>Contact data export</strong> functionality</li><li><strong>API access</strong> for custom integrations</li><li><strong>CRM integrations</strong> (Salesforce, HubSpot, Pipedrive)</li><li><strong>Global B2B contact database</strong> access</li></ul><h3 id="pros-4"><strong>Pros</strong></h3><ul><li><strong>Easy to use</strong>, especially for LinkedIn prospecting workflows</li><li><strong>Smooth Chrome extension experience</strong> with intuitive interface</li><li><strong>Clean and user-friendly UI</strong> that requires minimal training</li><li><strong>Quick access to contact data</strong> without complex setup</li></ul><h3 id="cons-3"><strong>Cons</strong></h3><ul><li><strong>Limited credits</strong> even on paid plans restrict usage</li><li><strong>Data quality varies</strong> and can include outdated information</li><li><strong>GDPR compliance questionable</strong> in some European regions</li><li><strong>Pricing lacks transparency</strong> with hidden limitations</li><li><strong>Customer support response times</strong> can be slow</li></ul><h3 id="best-for-4"><strong>Best for</strong></h3><p>Startups or small sales teams who rely heavily on <strong>LinkedIn for lead generation</strong> and need a straightforward LinkedIn email finder for <strong>basic contact discovery</strong> without complex automation requirements.</p><h2 id="6-kaspr"><strong>6. 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-5.png" class="kg-image" alt="Top 17 UpLead 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-5.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/Apollo-Alternatives_-Kaspr-5.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/Apollo-Alternatives_-Kaspr-5.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/06/Apollo-Alternatives_-Kaspr-5.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.kaspr.io/">Kaspr</a></figcaption></figure><h3 id="overview-5"><strong>Overview</strong></h3><p>Kaspr positions itself as a <strong>real-time data enrichment platform</strong>, adding 100+ attributes to leads and accounts. </p><p>With deep CRM integrations designed for precise lead scoring, segmentation, and routing, it&apos;s particularly valuable for <strong>marketing teams</strong> seeking to personalize campaigns and automate enrichment processes.</p><h3 id="key-features-5"><strong>Key Features</strong></h3><ul><li><strong>Real-time data enrichment</strong> with instant updates</li><li><strong>250+ data sources</strong> accessing 395M+ contacts</li><li><strong>Deep CRM and marketing automation integrations</strong></li><li><strong>Intent signals and website visitor identification</strong></li><li><strong>Comprehensive API</strong> for custom workflows</li><li><strong>Advanced lead scoring capabilities</strong></li></ul><h3 id="pros-5"><strong>Pros</strong></h3><ul><li><strong>Highly detailed and fresh data</strong> from multiple sources</li><li><strong>Seamless CRM and marketing automation integration</strong></li><li><strong>Excellent for advanced segmentation</strong> and lead scoring</li><li><strong>Real-time updates</strong> ensure data freshness</li></ul><h3 id="cons-4"><strong>Cons</strong></h3><ul><li><strong>Limited coverage for startups</strong> or newly established businesses</li><li><strong>Data can be incomplete</strong> for large enterprise contacts</li><li><strong>Chrome-only functionality</strong> for some key features</li><li><strong>Occasional setup complexities</strong> reported by users</li></ul><h3 id="best-for-5"><strong>Best for</strong></h3><p>Marketing and sales teams prioritizing data enrichment and sophisticated segmentation capabilities over simple contact discovery.</p><h2 id="7-cognism"><strong>7. Cognism</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_-Cognism-5.png" class="kg-image" alt="Top 17 UpLead Alternatives in 2026 (Findymail, Apollo, Lusha &amp; More)" loading="lazy" width="2000" height="1071" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/06/Apollo-Alternatives_-Cognism-5.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/Apollo-Alternatives_-Cognism-5.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/Apollo-Alternatives_-Cognism-5.png 1600w, https://www.findymail.com/blog/content/images/2026/06/Apollo-Alternatives_-Cognism-5.png 2349w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.cognism.com/">Cognism</a></figcaption></figure><h3 id="overview-6"><strong>Overview</strong></h3><p><a href="https://www.findymail.com/blog/cognism-alternatives/">Cognism</a> has established itself as a <strong>GDPR-compliant data provider</strong> known for its verified &quot;Diamond Data&#xAE;&quot; and strong European coverage.</p><p>The platform combines comprehensive B2B data with <strong>sales trigger features</strong>, making it a solid choice for teams operating in regulated markets.For companies seeking Cognism alternatives, it&apos;s worth noting that while Cognism offers <strong>good compliance features</strong>, newer platforms like Findymail provide <strong>superior accuracy</strong> and more flexible automation capabilities.</p><h3 id="key-features-6"><strong>Key Features</strong></h3><ul><li><strong>Large verified B2B database</strong> with Diamond Data certification</li><li><strong>Advanced filtering and segmentation</strong> tools</li><li><strong>Email and call automation</strong> sequences</li><li><strong>LinkedIn Chrome extension</strong> for social prospecting</li><li><strong>Native CRM integrations</strong> (Salesforce, HubSpot, Pipedrive)</li><li><strong>Intent data and analytics</strong> for better targeting</li></ul><h3 id="pros-6"><strong>Pros</strong></h3><ul><li><strong>Extensive contact database</strong> with strong European coverage</li><li><strong>GDPR compliance</strong> built into data sourcing</li><li><strong>Powerful outreach automation</strong> capabilities</li><li><strong>Strong sales trigger features</strong> for timely outreach</li></ul><h3 id="cons-5"><strong>Cons</strong></h3><ul><li><strong>Data can be outdated</strong> or inconsistent in some regions</li><li><strong>Export limits</strong> on certain subscription plans</li><li><strong>Additional costs</strong> for premium features like <strong>personal phone numbers</strong></li><li><strong>Performance issues</strong> during peak usage times</li></ul><h3 id="best-for-6"><strong>Best For</strong></h3><p>Sales teams focused on <strong>European markets</strong> who need GDPR-compliant data tools and <strong>high-volume outreach capabilities</strong> with strong compliance features.</p><h2 id="understanding-pricing-structure-of-uplead-alternatives"><strong>Understanding Pricing Structure of UpLead Alternatives</strong></h2><p>When comparing the <strong>cost of UpLead alternatives</strong>, it&apos;s essential to understand different pricing structures and how they impact your <strong>total cost of ownership</strong>:</p><p><strong>Credit-Based Models</strong> (like UpLead):</p><ul><li>Often lead to <strong>unexpected overages</strong></li><li>Difficult to <strong>predict monthly costs</strong></li><li>Can become expensive quickly</li></ul><p><strong>Subscription-Based Models</strong> (like Findymail):</p><ul><li><strong>Transparent monthly pricing</strong></li><li>Predictable costs for <strong>budget planning</strong></li><li>Often include <strong>unlimited or high limits</strong></li></ul><p><strong>Custom Pricing</strong> (Enterprise solutions):</p><ul><li>Tailored to <strong>specific needs</strong></li><li>Often require <strong>annual commitments</strong></li><li>Best for <strong>large-scale operations</strong></li></ul><h2 id="8-dropcontact"><strong>8. 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-4.png" class="kg-image" alt="Top 17 UpLead 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-4.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/Apollo-Alternatives_-Dropcontact-4.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/Apollo-Alternatives_-Dropcontact-4.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/06/Apollo-Alternatives_-Dropcontact-4.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.dropcontact.com/?r=0">Dropcontact</a></figcaption></figure><h3 id="overview-7"><strong>Overview</strong></h3><p>Dropcontact differentiates itself as a <strong>GDPR-native data enrichment tool</strong> that automatically updates and corrects contact information in real-time. Built with privacy-first principles, it&apos;s designed specifically for companies that need <strong>compliant contact enrichment</strong> without storing personal data.</p><h3 id="key-features-7"><strong>Key Features</strong></h3><ul><li><strong>100% GDPR-compliant enrichment</strong> with privacy-first architecture</li><li><strong>Automatic contact cleaning</strong> and correction</li><li><strong>Real-time CRM integration</strong> (HubSpot, Salesforce, Pipedrive)</li><li><strong>Continuous data updates</strong> without manual intervention</li><li><strong>No database storage</strong> - all enrichment happens in real-time</li></ul><h3 id="pros-7"><strong>Pros</strong></h3><ul><li><strong>Privacy-first design</strong> ensures complete GDPR compliance</li><li><strong>Seamless CRM integration</strong> with automatic syncing</li><li><strong>No stored database</strong> reduces privacy risks</li><li><strong>Automatic data cleaning</strong> maintains contact quality</li></ul><h3 id="cons-6"><strong>Cons</strong></h3><ul><li><strong>No phone number discovery</strong> - email-focused only</li><li><strong>Limited effectiveness</strong> for US-based data</li><li><strong>No Chrome extension</strong> for manual prospecting</li><li><strong>Fewer features</strong> compared to full-stack alternatives</li></ul><h3 id="best-for-7"><strong>Best for</strong></h3><p>European companies needing <strong>GDPR-compliant data tools</strong> and automated contact enrichment with strong privacy protections.</p><h2 id="9-hunterio"><strong>9. 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-4.png" class="kg-image" alt="Top 17 UpLead 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-4.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/Apollo-Alternatives_-Hunter-4.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/Apollo-Alternatives_-Hunter-4.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/06/Apollo-Alternatives_-Hunter-4.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="Hunter.io">Hunter.io</a></figcaption></figure><h3 id="overview-8"><strong>Overview</strong></h3><p><a href="https://www.findymail.com/blog/hunter-io-alternatives/">Hunter.io</a> has built a <strong>strong reputation</strong> as a reliable email finder software specializing in domain-based <strong>email discovery</strong> and verification. </p><p>While it lacks some advanced features found in newer alternatives, it remains popular for its simplicity and affordable pricing structure.</p><h3 id="key-features-8"><strong>Key Features</strong></h3><ul><li><strong>Domain-based email search</strong> for company-wide prospecting</li><li><strong>Real-time email verification</strong> to ensure deliverability</li><li><strong>Bulk email discovery</strong> for large-scale campaigns</li><li><strong>Chrome extension</strong> for quick email finding</li><li><strong>Basic outreach campaign</strong> management</li></ul><h3 id="pros-8"><strong>Pros</strong></h3><ul><li><strong>Extremely easy to use</strong> with minimal learning curve</li><li><strong>Affordable pricing</strong> suitable for small teams</li><li><strong>Excellent for domain-based searches</strong> and company research</li><li><strong>Reliable email verification</strong> reduces bounce rates</li></ul><h3 id="cons-7"><strong>Cons</strong></h3><ul><li><strong>No phone number discovery</strong> - email-only focus</li><li><strong>Limited CRM integration</strong> features</li><li><strong>Fewer automation capabilities</strong> compared to competitors</li><li><strong>Basic feature set</strong> may not meet advanced needs</li></ul><h3 id="best-for-8"><strong>Best for</strong></h3><p>Digital marketers, link builders, and small teams doing <strong>domain-based outreach</strong> who need a simple, <strong>affordable email verification software</strong> without complex features.</p><h2 id="10-snovio"><strong>10. 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-5.png" class="kg-image" alt="Top 17 UpLead 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-5.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/Apollo-Alternatives_-Snov.io-5.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/Apollo-Alternatives_-Snov.io-5.png 1600w, https://www.findymail.com/blog/content/images/2026/06/Apollo-Alternatives_-Snov.io-5.png 2392w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="Snov.io">Snov.io</a></figcaption></figure><h3 id="overview-9"><strong>Overview</strong></h3><p><a href="https://www.findymail.com/blog/snovio-alternatives/">Snov.io</a> combines <strong>email discovery</strong> with outreach automation, positioning itself as an all-in-one platform for B2B email prospecting. </p><p>While it offers good value for startups, it faces competition from more specialized and <strong>accurate alternatives</strong>.</p><h3 id="key-features-9"><strong>Key Features</strong></h3><ul><li><strong>Email finder and verifier</strong> with basic accuracy</li><li><strong>Automated drip campaigns</strong> for outreach sequences</li><li><strong>Chrome extension</strong> for LinkedIn and web prospecting</li><li><strong>API and basic integrations</strong> with popular tools</li><li><strong>Lead management</strong> and organization features</li></ul><h3 id="pros-9"><strong>Pros</strong></h3><ul><li><strong>Affordable pricing</strong> for budget-conscious teams</li><li><strong>All-in-one approach</strong> combines discovery and outreach</li><li><strong>Decent email verification</strong> for the price point</li><li><strong>Built-in campaign management</strong> reduces tool complexity</li></ul><h3 id="cons-8"><strong>Cons</strong></h3><ul><li><strong>User interface could be more intuitive</strong> and modern</li><li><strong>Phone number data is limited</strong> and often inaccurate</li><li><strong>Less accurate for niche industries</strong> and specialized roles</li><li><strong>Basic integration capabilities</strong> compared to premium alternatives</li></ul><h3 id="best-for-9"><strong>Best for</strong></h3><p>Startups and small teams looking to combine <strong>lead generation tools</strong> with cold email campaigns in a single, budget-friendly platform.</p><h2 id="11-leadiq"><strong>11. 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-6.png" class="kg-image" alt="Top 17 UpLead 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-6.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/Apollo-Alternatives_-LeadIQ-6.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/Apollo-Alternatives_-LeadIQ-6.png 1600w, https://www.findymail.com/blog/content/images/2026/06/Apollo-Alternatives_-LeadIQ-6.png 2319w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://leadiq.com/">LeadIQ</a></figcaption></figure><h3 id="overview-10"><strong>Overview</strong></h3><p>LeadIQ specializes in LinkedIn-based prospecting with real-time data capture and <strong>seamless CRM synchronization</strong>. </p><p>While it offers strong LinkedIn integration, it&apos;s more focused on <strong>prospecting workflows</strong> than comprehensive data enrichment.</p><h3 id="key-features-10"><strong>Key Features</strong></h3><ul><li><strong>LinkedIn-focused Chrome extension</strong> for social selling</li><li><strong>Real-time contact enrichment</strong> during prospecting</li><li><strong>AI-powered email writing</strong> assistance</li><li><strong>Direct CRM integrations</strong> (Salesforce, HubSpot)</li><li><strong>Prospecting workflow automation</strong></li></ul><h3 id="pros-10"><strong>Pros</strong></h3><ul><li><strong>Excellent LinkedIn integration</strong> and workflow</li><li><strong>Seamless CRM synchronization</strong> reduces manual work</li><li><strong>AI-powered features</strong> enhance productivity</li><li><strong>Real-time data capture</strong> during prospecting activities</li></ul><h3 id="cons-9"><strong>Cons</strong></h3><ul><li><strong>More focused on prospecting</strong> than comprehensive enrichment</li><li><strong>Limited data fields</strong> compared to full-service alternatives</li><li><strong>Higher cost structure</strong> may not suit small teams</li><li><strong>LinkedIn dependency</strong> limits versatility</li></ul><h3 id="best-for-10"><strong>Best for</strong></h3><p>Sales teams heavily focused on <strong>LinkedIn-based outbound prospecting</strong> who need seamless workflow integration with existing CRM systems.</p><h2 id="12-seamlessai"><strong>12. 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-6.png" class="kg-image" alt="Top 17 UpLead 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-6.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/Apollo-Alternatives_-SeamlessAI-6.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/Apollo-Alternatives_-SeamlessAI-6.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/06/Apollo-Alternatives_-SeamlessAI-6.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://seamless.ai/">Seamless.AI</a></figcaption></figure><h3 id="overview-11"><strong>Overview</strong></h3><p>Seamless.AI provides live contact search and AI-powered data enrichment for <strong>sales and recruiting professionals</strong>. </p><p>The platform emphasizes real-time data fetching and <strong>AI-enhanced insights</strong>, though accuracy can vary by region and industry.</p><h3 id="key-features-11"><strong>Key Features</strong></h3><ul><li><strong>Real-time email and phone discovery</strong> with live search</li><li><strong>AI-powered data enrichment</strong> and insights</li><li><strong>Chrome extension</strong> for web and LinkedIn prospecting</li><li><strong>Buyer intent data</strong> and behavioral signals</li><li><strong>Direct CRM synchronization</strong> with major platforms</li></ul><h3 id="pros-11"><strong>Pros</strong></h3><ul><li><strong>Live data fetching</strong> ensures freshness</li><li><strong>AI-enhanced insights</strong> provide additional context</li><li><strong>Comprehensive filtering options</strong> for targeted searches</li><li><strong>Real-time updates</strong> prevent outdated information</li></ul><h3 id="cons-10"><strong>Cons</strong></h3><ul><li><strong>Contact accuracy can be inconsistent</strong> across different regions</li><li><strong>Premium plans are expensive</strong> for advanced features</li><li><strong>Data quality varies significantly</strong> by industry and role type</li><li><strong>Interface can be complex</strong> for new users</li></ul><h3 id="best-for-11"><strong>Best for</strong></h3><p>Sales and recruiting teams that prioritize <strong>real-time email verification</strong> and AI-enhanced B2B data, particularly in <strong>North American markets</strong>.</p><h2 id="13-lead411"><strong>13. 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_-Lead411-6.png" class="kg-image" alt="Top 17 UpLead 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_-Lead411-6.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/Apollo-Alternatives_-Lead411-6.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/Apollo-Alternatives_-Lead411-6.png 1600w, https://www.findymail.com/blog/content/images/2026/06/Apollo-Alternatives_-Lead411-6.png 2377w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.lead411.com/">Lead411</a></figcaption></figure><h3 id="overview-12"><strong>Overview</strong></h3><p>Lead411 delivers <strong>verified contact details</strong> combined with intent signals and <strong>company triggers</strong>, focusing primarily on US-based B2B data.</p><p>While it offers good value for American sales teams, international coverage remains limited.</p><h3 id="key-features-12"><strong>Key Features</strong></h3><ul><li><strong>Verified email and direct dial numbers</strong> with good accuracy</li><li><strong>Intent data and buying signals</strong> for timely outreach</li><li><strong>Chrome extension</strong> for quick contact discovery</li><li><strong>CRM integrations</strong> with popular sales platforms</li><li><strong>Company trigger alerts</strong> for sales opportunities</li></ul><h3 id="pros-12"><strong>Pros</strong></h3><ul><li><strong>Strong US market coverage</strong> with reliable data</li><li><strong>Real-time alert system</strong> for sales triggers</li><li><strong>Good price-performance ratio</strong> for domestic teams</li><li><strong>Reliable contact verification</strong> reduces bounce rates</li></ul><h3 id="cons-11"><strong>Cons</strong></h3><ul><li><strong>Interface feels dated</strong> compared to modern alternatives</li><li><strong>Limited international coverage</strong> outside North America</li><li><strong>Fewer advanced features</strong> than premium competitors</li><li><strong>Basic automation capabilities</strong></li></ul><h3 id="best-for-12"><strong>Best for</strong></h3><p>US-based sales teams needing <strong>reliable domestic B2B contact data</strong> with intent signals for <strong>timely outreach opportunities</strong>.</p><h2 id="14-zoominfo"><strong>14. 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-5.png" class="kg-image" alt="Top 17 UpLead 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-5.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/Apollo-Alternatives_-ZoomInfo-5.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/Apollo-Alternatives_-ZoomInfo-5.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/06/Apollo-Alternatives_-ZoomInfo-5.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.zoominfo.com/">ZoomInfo</a></figcaption></figure><h3 id="overview-13"><strong>Overview</strong></h3><p>ZoomInfo represents the premium tier of sales intelligence platforms with an extensive global database and advanced enterprise features. </p><p>While comprehensive, its <strong>high cost and complex contracts</strong> make it unsuitable for most <strong>small to medium-sized teams</strong>.</p><h3 id="key-features-13"><strong>Key Features</strong></h3><ul><li><strong>Massive enterprise-level contact database</strong></li><li><strong>Advanced buyer intent and technographic signals</strong></li><li><strong>Sophisticated segmentation and targeting tools</strong></li><li><strong>Comprehensive CRM sync and automation</strong></li><li><strong>Enterprise-grade analytics and reporting</strong></li></ul><h3 id="pros-13"><strong>Pros</strong></h3><ul><li><strong>Largest available database</strong> with extensive coverage</li><li><strong>Advanced targeting capabilities</strong> for complex campaigns</li><li><strong>Deep enterprise integrations</strong> with major platforms</li><li><strong>Comprehensive feature set</strong> for large organizations</li></ul><h3 id="cons-12"><strong>Cons</strong></h3><ul><li><strong>Extremely expensive pricing</strong> for most teams</li><li><strong>Long-term contracts</strong> with limited flexibility</li><li><strong>Overkill complexity</strong> for small and medium businesses</li><li><strong>Steep learning curve</strong> requires significant training</li></ul><h3 id="best-for-13"><strong>Best for</strong></h3><p>Large enterprise B2B sales organizations with <strong>substantial budgets</strong> who need comprehensive sales intelligence platforms and can justify the <strong>significant investment</strong>.</p><h2 id="15-contactout"><strong>15. 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-4.png" class="kg-image" alt="Top 17 UpLead 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-4.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/Apollo-Alternatives_-ContactOut-4.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/Apollo-Alternatives_-ContactOut-4.png 1600w, https://www.findymail.com/blog/content/images/2026/06/Apollo-Alternatives_-ContactOut-4.png 2391w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://contactout.com/">ContactOut</a></figcaption></figure><h3 id="overview-14"><strong>Overview</strong></h3><p>ContactOut functions as a <strong>LinkedIn email finder</strong> Chrome extension focused on email and phone data discovery for recruiters and salespeople.</p><p>While easy to use, it lacks the scalability and advanced features needed by growing teams.</p><h3 id="key-features-14"><strong>Key Features</strong></h3><ul><li><strong>Personal and work email discovery</strong> from LinkedIn profiles</li><li><strong>Phone number lookup</strong> with varying accuracy</li><li><strong>LinkedIn profile overlay</strong> for instant access</li><li><strong>Gmail plugin</strong> for email integration</li><li><strong>Basic contact management</strong> features</li></ul><h3 id="pros-14"><strong>Pros</strong></h3><ul><li><strong>Very easy to use</strong> with minimal setup required</li><li><strong>Includes personal emails</strong> which can be valuable for recruiting</li><li><strong>Particularly useful for recruitment</strong> workflows</li><li><strong>Quick LinkedIn integration</strong> with one-click access</li></ul><h3 id="cons-13"><strong>Cons</strong></h3><ul><li><strong>Limited CRM integrations</strong> restrict workflow efficiency</li><li><strong>Data quality varies significantly</strong> by profile and region</li><li><strong>Not scalable for team environments</strong></li><li><strong>Basic feature set</strong> lacks advanced capabilities</li></ul><h3 id="best-for-14"><strong>Best for</strong></h3><p>Individual recruiters and sales professionals who primarily source contacts from LinkedIn and need a simple, affordable contact enrichment software solution.</p><h2 id="16-rocketreach"><strong>16. 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-4.png" class="kg-image" alt="Top 17 UpLead 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-4.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/Apollo-Alternatives_-RocketReach-4.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/Apollo-Alternatives_-RocketReach-4.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/06/Apollo-Alternatives_-RocketReach-4.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://rocketreach.co/resources/products/contact-database/">RocketReach</a></figcaption></figure><h3 id="overview-15"><strong>Overview</strong></h3><p><a href="https://www.findymail.com/blog/rocketreach-alternatives/">RocketReach</a> helps find <strong>personal and professional emails</strong> across various platforms, with a focus on accuracy and data depth. </p><p>While effective for individual use, it can become <strong>expensive for high-volume</strong> team applications.</p><h3 id="key-features-15"><strong>Key Features</strong></h3><ul><li><strong>Domain and name-based search</strong> functionality</li><li><strong>Email and phone verification</strong> with decent accuracy</li><li><strong>Chrome extension</strong> for web prospecting</li><li><strong>API access</strong> for custom integrations</li><li><strong>CRM sync capabilities</strong> with major platforms</li></ul><h3 id="pros-15"><strong>Pros</strong></h3><ul><li><strong>Particularly accurate</strong> for senior executive profiles</li><li><strong>Clean, intuitive user interface</strong> that&apos;s easy to navigate</li><li><strong>Simple API access</strong> for technical integrations</li><li><strong>Good data depth</strong> for individual contacts</li></ul><h3 id="cons-14"><strong>Cons</strong></h3><ul><li><strong>Credits consumed quickly</strong> with regular use</li><li><strong>Limited team collaboration</strong> features</li><li><strong>High cost for high-volume</strong> usage patterns</li><li><strong>Basic automation capabilities</strong></li></ul><h3 id="best-for-15"><strong>Best for</strong></h3><p>Solo sales professionals, consultants, and researchers who need <strong>accurate phone number finder tools</strong> and executive contact data without complex team features.</p><h2 id="17-voilanorbert"><strong>17. 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-4.png" class="kg-image" alt="Top 17 UpLead 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-4.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/06/Apollo-Alternatives_-VoilaNorbert-4.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/06/Apollo-Alternatives_-VoilaNorbert-4.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/06/Apollo-Alternatives_-VoilaNorbert-4.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.voilanorbert.com/">VoilaNorbert</a></figcaption></figure><h3 id="overview-16"><strong>Overview</strong></h3><p>VoilaNorbert positions itself as a <strong>minimalist email finder</strong> and verifier tool built specifically for <strong>freelancers and small startups</strong> who need basic functionality without complexity or high costs.</p><h3 id="key-features-16"><strong>Key Features</strong></h3><ul><li><strong>Simple email finder</strong> with name and domain input</li><li><strong>Email verification service</strong> with good accuracy rates</li><li><strong>CSV upload and processing</strong> for bulk searches</li><li><strong>Basic outreach integrations</strong> with popular tools</li><li><strong>Clean, distraction-free interface</strong></li></ul><h3 id="pros-16"><strong>Pros</strong></h3><ul><li><strong>Extremely clean and simple UX</strong> requires no training</li><li><strong>Affordable pricing</strong> for low-volume usage</li><li><strong>Fast email verification</strong> with reliable results</li><li><strong>No unnecessary complexity</strong> or feature bloat</li></ul><h3 id="cons-15"><strong>Cons</strong></h3><ul><li><strong>No phone number discovery</strong> - email-only functionality</li><li><strong>Lacks comprehensive CRM features</strong> and automation</li><li><strong>Not suitable for scaling</strong> or team environments</li><li><strong>Basic integration options</strong> limit workflow efficiency</li></ul><h3 id="best-for-16"><strong>Best for</strong></h3><p>Freelancers, solopreneurs, and very small teams doing <strong>occasional outreach</strong> who need simple, <strong>affordable email verification software</strong> without advanced features.</p><h2 id="advanced-features-of-alternatives-what-uplead-lacks"><strong>Advanced Features of Alternatives: What UpLead Lacks</strong></h2><p>UpLead&apos;s batch verification, restrictive credits, and limited automation are the reasons most teams start looking elsewhere. The alternatives in this list cover the gaps in different ways:</p><ul><li><strong>Real-time verification:</strong> Findymail and others verify contacts instantly rather than in batches, which keeps bounce rates low and sender reputation intact.</li><li><strong>Automation:</strong> Triggered enrichment, automatic CRM updates, and flexible API access are standard on most alternatives. UpLead offers none of these.</li><li><strong>LinkedIn integration:</strong> One-click Sales Navigator export with verified data is table stakes for the better tools on this list.</li><li><strong>GDPR compliance:</strong> Several alternatives are built privacy-first from the ground up, not compliance-bolted-on-later.</li><li><strong>Predictable pricing:</strong> Pay-per-verified-email or flat subscription models beat UpLead&apos;s credit system for any team that prospects consistently.</li></ul><h2 id="how-to-choose-the-right-uplead-alternative"><strong>How to Choose the Right UpLead Alternative</strong></h2><p>A few questions worth answering before you commit:</p><ul><li>Does it verify contacts in real time, or from a static database?</li><li>Can you export directly from LinkedIn and Sales Navigator?</li><li>Does it cover both email and phone, or email only?</li><li>Is it genuinely GDPR-compliant if you&apos;re targeting European markets?</li><li>Is pricing transparent, or will credits run out faster than expected?</li><li>Does it integrate natively with your CRM?</li><li>What automation does it support, and does that match how your team actually works?</li><li>How responsive is support when something breaks?</li></ul><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Switching tools only works if the data you switch to is actually better.</strong><br><br><strong><a href="https://www.findymail.com/">Findymail</a> </strong>verifies contacts in real time and charges you only for what&apos;s deliverable. Transparent pricing, seamless CRM integrations, and bounce rates that won&apos;t embarrass you on your next campaign.</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 &#x2192;</a></div><h2 id="faquplead-alternatives"><strong>FAQ - UpLead Alternatives</strong></h2><h3 id="is-findymail-better-than-uplead"><strong>Is Findymail better than UpLead?</strong></h3><p>Yes, <strong>Findymail consistently outperforms UpLead</strong> in data accuracy, real-time verification, automation capabilities, and <strong>transparent pricing</strong>.</p><p>While UpLead restricts users with credit limitations and provides inconsistent verification, Findymail offers unlimited scalability, superior deliverability rates, and comprehensive CRM enrichment features.</p><p>Teams switching to Findymail typically see <strong>25-40% improvement</strong> in email deliverability and <strong>significantly better ROI</strong>.</p><h3 id="how-much-does-uplead-cost"><strong>How much does UpLead cost?</strong></h3><p>UpLead&apos;s pricing structure starts around <strong>$74/month for basic plans</strong>, but costs quickly escalate with credit consumption and additional features.</p><p>Many users report <strong>surprise charges</strong> and restrictive credit systems that make actual usage costs <strong>much higher than advertised</strong>.</p><p>Cost-effective UpLead alternatives like Findymail offer more transparent pricing with predictable monthly costs and no hidden credit limitations.</p><h3 id="is-uplead-gdpr-compliant"><strong>Is UpLead GDPR compliant?</strong></h3><p>UpLead claims GDPR compliance, but many <strong>European users report concerns</strong> about data sourcing transparency and consent mechanisms.</p><p>For companies requiring strict GDPR-compliant data tools, alternatives like <strong>Findymail and Dropcontact</strong> offer more robust compliance frameworks with clear data sourcing documentation and privacy-first architectures.</p><h3 id="what-is-the-most-accurate-alternative-to-uplead"><strong>What is the most accurate alternative to UpLead?</strong></h3><p><strong>Findymail leads in data accuracy</strong> with industry-leading verification rates and real-time data updates. Unlike UpLead&apos;s batch processing that can include outdated information, Findymail provides instant verification and continuous data freshness.</p><p>Apollo.io and RocketReach also offer good accuracy for specific use cases, but <strong>Findymail consistently delivers</strong> the highest verified contact data quality across <strong>all regions and industries</strong>.</p><h3 id="what-tools-are-similar-to-uplead-but-more-scalable"><strong>What tools are similar to UpLead but more scalable?</strong></h3><p>For teams needing <strong>scalable alternatives to UpLead</strong>, Findymail, Apollo.io, and Cognism offer superior scalability without credit restrictions.</p><p>Findymail particularly excels with transparent pricing that grows predictably with usage, comprehensive automation workflows, and enterprise-grade CRM enrichment tools that support unlimited team growth and complex sales operations.</p>]]></content:encoded></item><item><title><![CDATA[The 8 Key Sales Pipeline Stages]]></title><description><![CDATA[Discover the 8 critical sales pipeline stages you need to follow to increase your revenue, including prospecting, lead qualification, and closing the deal.
]]></description><link>https://www.findymail.com/blog/sales-pipeline-stages/</link><guid isPermaLink="false">636676e7a929d80e727dc0f6</guid><category><![CDATA[Sales]]></category><dc:creator><![CDATA[Valentin]]></dc:creator><pubDate>Wed, 22 Jul 2026 13:52:00 GMT</pubDate><media:content url="https://www.findymail.com/blog/content/images/2024/02/jj-ying-4XvAZN8_WHo-unsplash.jpg" medium="image"/><content:encoded><![CDATA[<img src="https://www.findymail.com/blog/content/images/2024/02/jj-ying-4XvAZN8_WHo-unsplash.jpg" alt="The 8 Key Sales Pipeline Stages"><p>You need sales systems if you want to close more sales and increase your revenue. In particular, you need to understand <strong>every stage of your sales pipeline</strong>. </p><p>Not only will this understanding help you make your sales processes more efficient, but it will also help you identify any shortcomings in your current process.</p><p>With that in mind, let&#x2019;s break down <strong>the 8 key sales pipeline stages,</strong> so you know what it takes to convert a prospect.</p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2023/09/17--8-sales-pipeline-stages.png" class="kg-image" alt="The 8 Key Sales Pipeline Stages" loading="lazy" width="800" height="1800" srcset="https://www.findymail.com/blog/content/images/size/w600/2023/09/17--8-sales-pipeline-stages.png 600w, https://www.findymail.com/blog/content/images/2023/09/17--8-sales-pipeline-stages.png 800w" sizes="(min-width: 720px) 720px"><figcaption>8 Sales Pipeline Stages</figcaption></figure><h2 id="first-sales-pipeline-stage-prospecting-and-lead-generation"><strong>First Sales Pipeline Stage: Prospecting and Lead Generation</strong><br></h2><p>Before you can make a sale, you&#x2019;ll need to <strong>generate leads</strong>. Since only <a href="https://www.klipfolio.com/resources/kpi-examples/digital-marketing/lead-conversion-rate">4% of leads convert</a>, you&#x2019;ll need many of them. That&#x2019;s what the first sales pipeline stage is here for!</p><p>During this stage, you&#x2019;ll <strong>identify leads</strong> by deciding the types of businesses you want to target. In other words, you&#x2019;ll <a href="https://blog.hubspot.com/marketing/buyer-persona-research">create an ideal buyer persona.</a> Once you know who you want to target, you&#x2019;ll quickly figure out who calls the shots, i.e., who <strong>the decision-makers</strong> in these companies are.</p><p><a href="https://www.findymail.com/blog/difference-between-cold-calling-warm-calling/">Cold calling</a> was the go-to strategy for <a href="https://www.findymail.com/blog/decision-makers-in-business/">reaching decision-makers</a> in the past, but <strong>cold emails</strong> are becoming increasingly popular. To reach out to these leads, you&#x2019;ll need to send them emails and follow up consistently to <a href="https://www.findymail.com/blog/how-to-ask-for-availability-for-a-meeting/">book a meeting</a>.</p><p>Before firing off your cold email, make sure you <a href="https://www.findymail.com/blog/how-to-find-someones-email-address-on-linkedin/">find the right email addresses through LinkedIn</a>, Sales Navigator, or a contact database. Then, personalize the email templates to specific buyer personas, and fire away!</p><h2 id="sales-pipeline-stage-2-lead-qualification"><strong>Sales Pipeline Stage 2. Lead Qualification</strong><br></h2><p>Once you&#x2019;ve gathered leads following the process above, you&#x2019;ll need to qualify them. During qualification, you&#x2019;ll make sure they have:</p><ul><li>The budget to purchase your products or services</li><li>The authority to make the purchasing decision</li><li>A need for your products</li></ul><p>Lead qualification is also, in a sense, a process of discovery. So, you&#x2019;ll aim to learn more about the lead, their business, the challenges they face, and decide if they&#x2019;re a good fit for your products or services. </p><p>During this process, you&#x2019;ll also <a href="https://blog.hubspot.com/marketing/7-effective-lead-nurturing-tactics">nurture your leads</a> and increase their interest in your products. </p><p>Ultimately, the goal of the lead qualification is that the lead, after receiving a sequence of communication (typically emails) from you, shows an interest in your products or services and agrees to get more information from you. </p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://lh6.googleusercontent.com/Noloym_LTi472nA0EXEAG-xBBwQAM6qhbnxnHm7rCLPpQeH92zh2I5aFPKFuVtPZJ5Mna-U44lcg5WZ8mxg4IbftlbEqhCxlEcuBdEqWPxvlGXDXXyzAnlQB7eM7wu3UmpOaWc6ErcnLhOFu4ktFBYMPNjrIwOPBnkjmCWvblJz_rZa7U2UmYKXFbJpxlw" class="kg-image" alt="The 8 Key Sales Pipeline Stages" loading="lazy"><figcaption>Source: <a href="https://www.uplead.com/bant/">UpLead</a></figcaption></figure><h2 id="sales-pipeline-stage-3-first-contact"><strong>Sales Pipeline Stage 3. First Contact</strong><br></h2><p>When you have a qualified lead in hand, it&#x2019;s time for the first contact with them. Now, this first contact can take many different forms depending on your preferences or circumstances. </p><p>For example, some companies might use warm calling to make contact, while others prefer video calls. In turn, some companies prefer meeting face-to-face at this stage. &#xA0;</p><p>Either way, you&#x2019;ll <strong>give the lead detailed information about your products or services</strong> and how they can benefit them. It&#x2019;s also at this stage that you&#x2019;ll be able to deal with any <strong>objections </strong>the lead might have. Make sure you&#x2019;re thoroughly prepared and you can make the lead act on your offer.</p><p>When you&#x2019;re ready, <a href="https://www.findymail.com/blog/how-to-ask-for-availability-for-a-meeting/">ask for meeting availability</a>.</p><h2 id="stage-4-meetings-and-demos"><strong>Stage 4. Meetings and Demos</strong><br></h2><p>At the meeting with the lead, you&#x2019;ll typically <strong>give a presentation or demonstration</strong> of your products or services. Like the initial contact, the meeting depends on your offer and your leads&#x2019; preferences.</p><p>For instance, you might opt for an in-person demonstration when selling physical products. Likewise, when you, for example, sell a software product, you could have the meeting virtually and show them a product demo, proving that your product can do everything they need. </p><p>No matter what type of meeting you have, you&#x2019;ll provide more information about your products or services and <strong>demonstrate how they could work for the lead.</strong> During the meeting, you&#x2019;ll also gauge the lead&#x2019;s level of interest and qualify them further. </p><p>Once a definite interest has been identified, you&#x2019;ll move the lead to the next stage in the sales pipeline. </p><h2 id="stage-5-needs-analysis"><strong>Stage 5. Needs Analysis</strong><br></h2><p>The next stage in the sales pipeline is a needs analysis. During this stage, you&#x2019;ll <strong>assess the lead&#x2019;s needs and challenges and identify opportunities</strong> for you to sell your products or services. </p><p>So, to do this, you&#x2019;ll gather more information about: </p><ul><li>Their circumstances</li><li>What they want to achieve</li><li>The challenges that prevent them from reaching their goals</li></ul><p>For example, if you were selling <a href="https://recruitcrm.io/blogs/ats-recruitment/">ATS recruitment software</a>, you could deal with a lead that recently started a hiring spree and needed to recruit for more than 20 positions within (ideally) the month. At the needs-analysis sales pipeline stage, you&#x2019;d find an opportunity to <strong>prove your offer can help them achieve their goal</strong>.</p><p>The needs analysis process typically starts at the meeting above but can take some time, depending on the information you gather and the research you do. Based on the information you collect, you&#x2019;ll develop a strategy to <a href="https://www.findymail.com/blog/closed-won-sales/">close the deal</a>. </p><h2 id="sales-pipeline-stage-6-proposal"><strong>Sales Pipeline Stage 6. Proposal</strong><br></h2><p>The first step in your deal-closing strategy is <a href="https://www.storydoc.com/proposal-maker">creating a proposal</a>. And creating the perfect proposal is about more than sending a list of products and their prices. </p><p>Instead, in your proposal, you should focus on the challenges the lead is trying to solve and how you can help solve them. </p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://lh3.googleusercontent.com/0TiVYK3GIbuf_HBqG_xPZPGIjPBN7C7T_ybvSDw4kXDGC8nF6HkWQsN6P4vMoQ_9_YiXPFRKgHykCoNnr-RILHkpYd983i9pS1YYHb4vr93Qx9mtBayvO1MV3x6U72rz5n4sw68FpZCsVO-OOnuVyGYPtivq3Gdm9d2jwhqe79hL48NEpxkwrILeQR5Bgg" class="kg-image" alt="The 8 Key Sales Pipeline Stages" loading="lazy"><figcaption>Source: <a href="https://docucollab.com/elements-of-a-dynamic-sales-proposal/">DocuCollab</a></figcaption></figure><p>When creating your proposal, you should consider a few other aspects. For one, you should ensure that <strong>your offering aligns with the lead&#x2019;s budget</strong>. </p><p>Also, while you should provide as much information as possible in your proposal, it&#x2019;s always a good idea to be as <strong>concise </strong>as possible. Personalize the proposal to the lead (especially if it&#x2019;s an important one) and make everything about them and their goals. Treat your offer as a means of reaching their desired end.</p><h2 id="stage-7-time-to-close-the-deal"><strong>Stage 7. Time to Close the Deal!</strong><br></h2><p>If the lead accepts your proposal, send them a contract. Once it&#x2019;s been signed, congratulations! Your lead just became a customer.</p><p>Unfortunately, things aren&#x2019;t always this simple. The lead might have concerns or questions before making a purchase. </p><p>When this happens, you&#x2019;ll need to <strong>negotiate with the lead</strong> to alleviate their concerns or answer their questions. During the negotiation process, listen to what the lead is looking for and what they would like to change in your proposal. </p><p>Then, identify opportunities and possible amendments. Ultimately, you should come to a mutually-beneficial agreement. </p><h2 id="stage-8-post-purchase"><strong>Stage 8. Post-Purchase</strong><br></h2><p>Your sales funnel doesn&#x2019;t stop when you&#x2019;ve closed the deal. Once the contract is signed, focus on delivering a stellar customer journey. Help your customer use the product or service, answer their questions, and help them solve any issues they encounter. </p><p>It&#x2019;s the customer experience that makes your customers come back for more and gives you more <strong>upselling </strong>and <strong>cross-selling</strong> opportunities. </p><h2 id="adapt">Adapt!</h2><p>Your sales pipeline should reflect your specific way of selling your products/services. Maybe you will have fewer steps, maybe you will have more steps... it&apos;s just a tool that should be helpful to your sales process.</p><p>This article described the &quot;standard&quot; sales pipeline, but you can find a lot of different <a href="https://www.breakcold.com/tools/sales-pipeline-template">sales pipelines templates</a> online that could be a better fit for your specific business. &#xA0;</p><h2 id="sales-pipeline-stages-give-you-the-systems-to-succeed"><strong>Sales Pipeline Stages Give You the Systems to Succeed</strong></h2><p></p><p>Every business has a sales pipeline, whether it knows it or not. We hope this post gave you a deeper understanding of the traditional stages, so you can adapt them to your business and your leads.</p><p>And remember: a journey of a thousand miles begins with a single step. In sales, that&#x2019;s your lead generation and qualification, so make sure you&#x2019;re reaching out to the right people. After that, it&#x2019;s only a matter of listening and systematizing.</p><p>Happy hunting!</p>]]></content:encoded></item><item><title><![CDATA[The Complete Outreach Tech Stack: No Single Tool Does It All]]></title><description><![CDATA[No single tool covers your whole outreach stack. See which tool handles prospecting, sending, CRM, and channel-specific outreach.]]></description><link>https://www.findymail.com/blog/complete-outreach-tech-stack/</link><guid isPermaLink="false">6a5f0f692fad8c5379bf88bd</guid><category><![CDATA[Sales]]></category><dc:creator><![CDATA[Valentin]]></dc:creator><pubDate>Mon, 20 Jul 2026 11:07:00 GMT</pubDate><media:content url="https://www.findymail.com/blog/content/images/2026/07/The-Complete-Outreach-Tech-Stack_-No-Single-Tool-Does-It-All.png" medium="image"/><content:encoded><![CDATA[<img src="https://www.findymail.com/blog/content/images/2026/07/The-Complete-Outreach-Tech-Stack_-No-Single-Tool-Does-It-All.png" alt="The Complete Outreach Tech Stack: No Single Tool Does It All"><p>Email outreach sounds simple in theory, doesn&#x2019;t it? You find a contact, write a message, hit send, and get a reply. But in reality, it&#x2019;s much more complicated than just finding a couple of email addresses and <a href="https://www.findymail.com/blog/best-b2b-cold-email-templates/">sending template-like messages</a>.</p><p>A successful outreach campaign is built from many moving parts. You need accurate contact information, a way to <a href="https://www.findymail.com/blog/how-to-write-a-cold-email/">personalize your messages</a>, a process for keeping track of every interaction, etc. There are many things you need to focus on.</p><p>No single platform handles every stage well, so most teams end up running two, three, or more tools side by side. In this guide, we&#x2019;ll walk through <strong>one tool for every task in the outreach workflow</strong>, from<a href="https://www.findymail.com/blog/how-to-find-an-email-address/"> finding and verifying prospect emails</a> all the way through to lead tracking, so you can piece together a stack that actually covers every step instead of forcing one tool to do a job it wasn&apos;t built for.</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Every stack starts with accurate contact data.</strong><br><br><strong><a href="https://www.findymail.com">Findymail</a> </strong>finds and verifies business emails in one pass, backed by a sub-5% bounce guarantee, so whatever else you add to your stack, you&apos;re not sending to a list that was never any good to begin with.</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 started with Findymail for free &#x2192;</a></div><div class="kg-card kg-callout-card kg-callout-card-white"><div class="kg-callout-text"><strong>TL;DR: The Outreach Stack by Category</strong><br><br>1. <strong>Prospecting &amp; lead discovery:</strong> Findymail (primary), UpLead (backup database)<br>2. <strong>Multichannel outreach &amp; sending:</strong> Instantly (primary), Smartlead (backup)<br>3. <strong>CRM &amp; pipeline tracking:</strong> HubSpot (primary), Salesforce (backup)<br>4. <strong>Channel-specific outreach:</strong> BuzzStream (PR/link-building), HeyReach (LinkedIn)</div></div><h2 id="what-is-an-email-outreach-tool">What Is an Email Outreach Tool?</h2><p>An email outreach tool is <a href="https://www.findymail.com/blog/cold-outreach/">outreach software</a> that helps create, send, manage, and scale outreach campaigns. Depending on the platform, it can support different stages of the process: from finding prospects to managing leads.</p><p>But don&apos;t confuse email outreach tools with email marketing tools. They serve different purposes:</p><ul><li><strong>Email marketing tools</strong> are built primarily to nurture existing contacts in your mailing list. Think of newsletters, lead magnets, promotional campaigns, and so on.</li><li><strong>Email outreach tools</strong>, on the other hand, are designed to help you run your<a href="https://www.findymail.com/blog/what-is-cold-outreach/"> cold outreach</a> campaign at scale with personalized emails. And some of them help you manage the entire outreach workflow.</li></ul><h2 id="what-tasks-should-your-outreach-stack-cover"><strong>What Tasks Should Your Outreach Stack Cover?</strong></h2><p>Rather than a flat list of tasks, it helps to think of your stack in four categories:</p><ul><li><strong>Prospecting &amp; lead discovery</strong> &#x2013; find companies/people to contact, then find and <a href="https://www.findymail.com/blog/verify-email-addresses-without-sending-email/">verify their emails</a> before you ever hit send.</li><li><strong>Multichannel outreach &amp; sending</strong> &#x2013; create <a href="https://www.findymail.com/blog/cold-email-sequence/">personalized email sequences</a>, <a href="https://www.findymail.com/blog/cold-email-follow-up/">automate follow-ups</a>, warm up your sending domains, and monitor deliverability so your messages land in the inbox.</li><li><strong>CRM &amp; pipeline tracking</strong> &#x2013; keep all your collected prospect information, replies, and deals in one place instead of spreadsheets.</li><li><strong>Channel-specific outreach</strong> &#x2013; manage outreach on channels with their own rules, like pitching journalists and website owners for<a href="https://adsy.com/blog/link-building-campaign"> link building campaigns</a> or running LinkedIn outreach at scale, both of which usually need their own tool.</li></ul><h2 id="the-outreach-stack-by-category-which-tool-covers-what"><strong>The Outreach Stack by Category: Which Tool Covers What</strong></h2><!--kg-card-begin: html--><table style="border:none;border-collapse:collapse;"><colgroup><col width="144"><col width="86"><col width="257"><col width="142"></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;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;">Category</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: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:1.2;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;">Best for</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:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Pricing</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:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Prospecting &amp; lead discovery (primary)</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;">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:1.2;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;">AI-native live search plus verified email finding</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;">Paid from $49/mo</span></p></td></tr><tr style="height:52.75pt"><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;">Prospecting &amp; lead discovery (database backup)</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;">UpLead</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;">Traditional searchable B2B contact database</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;">Paid from $99/mo</span></p></td></tr><tr style="height:52.75pt"><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;">Multichannel outreach &amp; sending&#xA0;</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;">Instantly</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;">Cold email sending, deliverability, warm-up, and personalization in one platform</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;">Paid from $47/mo</span></p></td></tr><tr style="height:52.75pt"><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;">CRM &amp; pipeline tracking&#xA0;</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</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;">Lead tracking and pipeline management</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;">Free / Paid from $10/mo</span></p></td></tr><tr style="height:52.75pt"><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;">Channel-specific outreach (PR / link-building)</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;">BuzzStream</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;">Journalist and blogger outreach</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;">Paid from $49/mo</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:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;white-space:pre-wrap;">Channel-specific outreach (LinkedIn)</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;">HeyReach</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;">Multi-account LinkedIn outreach 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:1.2;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;">Paid from $79/mo</span></p></td></tr></tbody></table><!--kg-card-end: html--><h2 id="1-prospecting-lead-discovery"><strong>1. Prospecting &amp; Lead Discovery</strong></h2><p>This is where your stack starts: finding who to contact and getting a working email for them. Most teams only need one but that can vary based on data freshness or data type.</p><h3 id="findymail-ai-native-search-verification-primary-pick">Findymail: AI-Native Search + Verification (Primary Pick)</h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/07/Complete-Outreach-Tech-Stack_-Findymail.png" class="kg-image" alt="The Complete Outreach Tech Stack: No Single Tool Does It All" loading="lazy" width="2000" height="1043" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Complete-Outreach-Tech-Stack_-Findymail.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Complete-Outreach-Tech-Stack_-Findymail.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Complete-Outreach-Tech-Stack_-Findymail.png 1600w, https://www.findymail.com/blog/content/images/2026/07/Complete-Outreach-Tech-Stack_-Findymail.png 2317w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.findymail.com/">Findymail</a></figcaption></figure><p><strong>Overview:</strong></p><p>Most people know Findymail as THE go-to email finder and verifier, but that&apos;s really just the tip of the iceberg. Findymail has evolved into a full prospecting platform, giving outreach teams one place to source verified leads, keep them fresh, and know when to reach out, instead of stitching that together across three separate tools.</p><p>And it&apos;s backed by a guarantee, not just a pitch: Findymail&apos;s proprietary verification system keeps bounce rates under 5% on the contact data it returns, so your sender reputation isn&apos;t the price of finding new leads.</p><p><strong>Key Features:</strong></p><ul><li><strong>Verified Email Finder:</strong> Findymail helps you find professional email addresses for prospects and only charges credits for emails that pass verification checks.</li><li><strong>Catch-All Email Verification:</strong> Every email is run through syntax validation, DNS records, SMTP server verification, catch-all detection, and disposable email screening. Only deliverable, valid addresses make it through.</li><li><strong>Phone Number Enrichment:</strong> Findymail can enrich prospect records with mobile and direct-dial phone numbers, helping teams run multi-channel outbound campaigns.</li><li><strong>Intellimatch:</strong> Describe your ideal customer in plain English and get a verified list of high-fit companies back in seconds, with the option to include verified B2B contact data for every lead.</li><li><strong>Signals:</strong> New Hire, Job Title Change, Keyword Mention, and Topic Engagement (all running continuously in the background, filterable by industry, company size, country, seniority, and job title).</li><li><strong>Security Compliance:</strong> SOC 2 and GDPR compliant.</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/2026/07/Complete-Outreach-Tech-Stack_-Findymail-Ratings.png" class="kg-image" alt="The Complete Outreach Tech Stack: No Single Tool Does It All" loading="lazy" width="2000" height="948" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Complete-Outreach-Tech-Stack_-Findymail-Ratings.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Complete-Outreach-Tech-Stack_-Findymail-Ratings.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Complete-Outreach-Tech-Stack_-Findymail-Ratings.png 1600w, https://www.findymail.com/blog/content/images/2026/07/Complete-Outreach-Tech-Stack_-Findymail-Ratings.png 2107w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.findymail.com/">Findymail</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>Pricing Plans:</strong></p><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/07/Complete-Outreach-Tech-Stack_-Findymail-Pricing.png" class="kg-image" alt="The Complete Outreach Tech Stack: No Single Tool Does It All" loading="lazy" width="2000" height="1543" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Complete-Outreach-Tech-Stack_-Findymail-Pricing.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Complete-Outreach-Tech-Stack_-Findymail-Pricing.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Complete-Outreach-Tech-Stack_-Findymail-Pricing.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/07/Complete-Outreach-Tech-Stack_-Findymail-Pricing.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.findymail.com/pricing/">Findymail</a></figcaption></figure><p>Findymail&#x2019;s prices depend on the credit amount and whether you pay monthly or yearly:</p><ul><li><strong>Free trial:</strong> 10 free credits (no credit required).</li><li><strong>Basic:</strong> $49/mo &#x2013; 1,000 credits.</li><li><strong>Starter:</strong> $99/mo &#x2013; 5,000 credits.</li><li><strong>Business:</strong> $249/mo &#x2013; 15,000 credits.</li><li><strong>Enterprise:</strong> Custom pricing.</li></ul><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Ready to stop guessing which emails will bounce?</strong><br><br>Sign up today and get 10 credits on us! Start sourcing verified contact data with a sub-5% bounce guarantee, baked into every plan.</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 &#x2192;</a></div><h3 id="uplead-traditional-b2b-database-backup-option">UpLead: Traditional B2B Database (Backup Option)</h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/07/Complete-Outreach-Tech-Stack_-UpLead.png" class="kg-image" alt="The Complete Outreach Tech Stack: No Single Tool Does It All" loading="lazy" width="2000" height="1078" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Complete-Outreach-Tech-Stack_-UpLead.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Complete-Outreach-Tech-Stack_-UpLead.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Complete-Outreach-Tech-Stack_-UpLead.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/07/Complete-Outreach-Tech-Stack_-UpLead.png 2400w" 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> is a more conventional pick for teams that want a familiar, <a href="https://www.findymail.com/blog/best-b2b-contact-databases/">searchable database</a> instead of an AI-driven live search. It&apos;s a solid backup for outreach teams who want a browsable source of prospects to fall back on, without giving up on data accuracy.</p><p><strong>Key Features:</strong></p><ul><li><strong>50+ search filters:</strong> Layer firmographic, technographic, and intent criteria to build a targeted list.</li><li><strong>Real-time email verification:</strong> Every contact is verified before it&apos;s unlocked, not after export.</li><li><strong>Technographic filters:</strong> Filter by 16,000+ technologies to find companies using specific tools.</li><li><strong>Chrome extension:</strong> Pull verified contact data while browsing LinkedIn or a company site.</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/2026/07/Complete-Outreach-Tech-Stack_-UpLead-Ratings.png" class="kg-image" alt="The Complete Outreach Tech Stack: No Single Tool Does It All" loading="lazy" width="1011" height="399" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Complete-Outreach-Tech-Stack_-UpLead-Ratings.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Complete-Outreach-Tech-Stack_-UpLead-Ratings.png 1000w, https://www.findymail.com/blog/content/images/2026/07/Complete-Outreach-Tech-Stack_-UpLead-Ratings.png 1011w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.uplead.com/">UpLead</a></figcaption></figure><ul><li><strong>G2:</strong> 4.7/5 (828)</li><li><strong>Capterra:</strong> 4.6/5 (76)</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/2026/07/Complete-Outreach-Tech-Stack_-UpLead-Pricing.png" class="kg-image" alt="The Complete Outreach Tech Stack: No Single Tool Does It All" loading="lazy" width="2000" height="1095" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Complete-Outreach-Tech-Stack_-UpLead-Pricing.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Complete-Outreach-Tech-Stack_-UpLead-Pricing.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Complete-Outreach-Tech-Stack_-UpLead-Pricing.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/07/Complete-Outreach-Tech-Stack_-UpLead-Pricing.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.uplead.com/">UpLead</a></figcaption></figure><p>UpLead has four tiers, including a free one:</p><ul><li><strong>Essentials:</strong> $99/mo &#x2013; 170 credits.</li><li><strong>Plus:</strong> $199/mo &#x2013; 400 credits.</li><li><strong>Professional:</strong> request a demo &#x2013; custom credit volume.</li></ul><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Want to double-check that database data before you hit send? Verify it with Findymail.</strong><br><br><strong><a href="https://www.findymail.com/">Findymail</a> </strong>helps you catch <strong>invalid or outdated emails</strong> from any source, including contacts pulled from other B2B databases, before they hurt your deliverability.</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 &#x2192;</a></div><h2 id="2-multichannel-outreach-sending">2. Multichannel Outreach &amp; Sending</h2><p>This is the category most outreach platforms compete on directly: writing and sending sequences, then handling deliverability so those sequences actually land.</p><h3 id="instantly-best-for-sending-warm-up-and-personalization-in-one-platform">Instantly: Best for Sending, Warm-up, and Personalization in One Platform</h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/07/Complete-Outreach-Tech-Stack_-Instantly.png" class="kg-image" alt="The Complete Outreach Tech Stack: No Single Tool Does It All" loading="lazy" width="2000" height="1076" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Complete-Outreach-Tech-Stack_-Instantly.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Complete-Outreach-Tech-Stack_-Instantly.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Complete-Outreach-Tech-Stack_-Instantly.png 1600w, https://www.findymail.com/blog/content/images/2026/07/Complete-Outreach-Tech-Stack_-Instantly.png 2329w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://instantly.ai/">Instantly</a></figcaption></figure><p><strong>Overview:</strong></p><p><a href="https://www.findymail.com/blog/instantly-alternatives/">Instantly</a> is built for businesses that want to scale cold email outreach, and it covers more of the sending category in one place than most competitors: sequencing, built-in warm-up, and AI-assisted personalization, alongside deliverability monitoring.</p><p>By using Instantly AI, you can reach clients on autopilot, automate your outreach with personalized emails and follow-ups without manual setup. Besides that, it also allows you to connect with 50+ tools, including HubSpot, Clay, Zapier, and Slack.</p><p><strong>Key features:</strong></p><ul><li><strong>Unlimited email accounts</strong> &#x2013; Connect as many sending accounts as you need to scale your outreach (for any tier).</li><li><strong>AI-powered campaign builder</strong> &#x2013; Generate personalized email sequences and outreach campaigns with AI.</li><li><strong>Inbox rotation</strong> &#x2013; Automatically rotate between sending accounts to distribute email volume.</li><li><strong>Unibox</strong> &#x2013; Manage replies from all your connected email accounts in one inbox.</li><li><strong>Analytics</strong> &#x2013; Analyze campaign performance by email account/sequence.</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/2026/07/Complete-Outreach-Tech-Stack_-Instantly-Ratings.png" class="kg-image" alt="The Complete Outreach Tech Stack: No Single Tool Does It All" loading="lazy" width="2000" height="1037" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Complete-Outreach-Tech-Stack_-Instantly-Ratings.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Complete-Outreach-Tech-Stack_-Instantly-Ratings.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Complete-Outreach-Tech-Stack_-Instantly-Ratings.png 1600w, https://www.findymail.com/blog/content/images/2026/07/Complete-Outreach-Tech-Stack_-Instantly-Ratings.png 2377w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://instantly.ai/">Instantly</a></figcaption></figure><ul><li><strong>G2: </strong>4.8/5 &#xA0;(4,127)</li><li><strong>Capterra:</strong> N/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/2026/07/Complete-Outreach-Tech-Stack_-Instantly-Pricing.png" class="kg-image" alt="The Complete Outreach Tech Stack: No Single Tool Does It All" loading="lazy" width="2000" height="1051" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Complete-Outreach-Tech-Stack_-Instantly-Pricing.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Complete-Outreach-Tech-Stack_-Instantly-Pricing.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Complete-Outreach-Tech-Stack_-Instantly-Pricing.png 1600w, https://www.findymail.com/blog/content/images/2026/07/Complete-Outreach-Tech-Stack_-Instantly-Pricing.png 2363w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://instantly.ai/">Instantly</a></figcaption></figure><ul><li><strong>Growth:</strong> $47/mo &#x2013; 1,000 uploaded contacts, 5,000 emails/month.</li><li><strong>Hypergrowth:</strong> $97/mo &#x2013; 25,000 uploaded contacts, 100,000 emails/month.</li><li><strong>Light Speed:</strong> $358/mo &#x2013; 100,000 uploaded contacts, 500,000 emails/month.</li><li><strong>Enterprise:</strong> Custom pricing &#x2013; 100,000 uploaded contacts, 500,000+ emails/month, higher limits, and dedicated support.</li></ul><div class="kg-card kg-callout-card kg-callout-card-red"><div class="kg-callout-emoji">&#x1F3AF;</div><div class="kg-callout-text"><strong>Alternatives Worth knowing about:</strong><br><br>1. <strong>MailReach</strong>: dedicated warm-up and deliverability monitoring for teams running many inboxes.<br>2. <strong>Bitscale</strong>: spreadsheet-style enrichment for deeper personalization than Instantly&apos;s built-in tools.<br>3. <strong>Smartlead</strong> (backup): unlimited mailboxes on every tier, from $39/mo.</div></div><h2 id="3-crm-pipeline-tracking">3. CRM &amp; Pipeline Tracking</h2><p>Once replies start coming in, you need somewhere to track contacts, conversations, and deal stage that isn&apos;t a spreadsheet. </p><h3 id="hubspot-best-for-crm-and-pipeline-tracking">HubSpot: Best for CRM and Pipeline Tracking</h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/07/Complete-Outreach-Tech-Stack_-Hubspot.png" class="kg-image" alt="The Complete Outreach Tech Stack: No Single Tool Does It All" loading="lazy" width="2000" height="1038" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Complete-Outreach-Tech-Stack_-Hubspot.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Complete-Outreach-Tech-Stack_-Hubspot.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Complete-Outreach-Tech-Stack_-Hubspot.png 1600w, https://www.findymail.com/blog/content/images/2026/07/Complete-Outreach-Tech-Stack_-Hubspot.png 2317w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.hubspot.com/">HubSpot</a></figcaption></figure><p><strong>Overview:</strong></p><p>With HubSpot, you don&apos;t need to manage all your contacts in spreadsheets. This platform is built to help you store prospect information, track emails, and monitor deals conveniently. In your sales pipeline, you can see exactly where every lead is.</p><p>HubSpot also <a href="https://www.findymail.com/blog/top-hubspot-integrations/">integrates with a lot of popular tools</a>. &#xA0;So you can move qualified leads into your CRM and manage follow-ups from one place with no problems. And don&#x2019;t worry if you don&apos;t have a big budget. Their free plan is still effective. And it&#x2019;s one of the reasons why HubSpot is used by everyone from startups to large sales teams.</p><p><strong>Key Features:</strong></p><ul><li><strong>Custom deal pipelines</strong> &#x2013; Track every deal with visual sales pipelines.</li><li><strong>Email tracking and meeting scheduling</strong> &#x2013; HubSpot can show you when your prospects open your emails or book meetings through your calendar.</li><li><strong>Reporting dashboards</strong> &#x2013; Monitor your pipeline, sales performance, and team activity with real-time reports.</li><li><strong>AI-powered CRM</strong> &#x2013; Use HubSpot&apos;s AI to summarize records, research companies, draft emails, and automate routine work.</li><li><strong>App integrations</strong> &#x2013; Connect HubSpot with thousands of popular business tools, including Gmail, Outlook, Slack, Shopify, and Zapier.</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/2026/07/Complete-Outreach-Tech-Stack_-Hubspot-Ratings.png" class="kg-image" alt="The Complete Outreach Tech Stack: No Single Tool Does It All" loading="lazy" width="1619" height="494" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Complete-Outreach-Tech-Stack_-Hubspot-Ratings.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Complete-Outreach-Tech-Stack_-Hubspot-Ratings.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Complete-Outreach-Tech-Stack_-Hubspot-Ratings.png 1600w, https://www.findymail.com/blog/content/images/2026/07/Complete-Outreach-Tech-Stack_-Hubspot-Ratings.png 1619w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.hubspot.com/">HubSpot</a></figcaption></figure><ul><li><strong>G2: </strong>4.4/5 (35,773)</li><li><strong>Capterra:</strong> 4.5/5 (4,471)</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/2026/07/Complete-Outreach-Tech-Stack_-Hubspot-Pricing.png" class="kg-image" alt="The Complete Outreach Tech Stack: No Single Tool Does It All" loading="lazy" width="2000" height="1105" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Complete-Outreach-Tech-Stack_-Hubspot-Pricing.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Complete-Outreach-Tech-Stack_-Hubspot-Pricing.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Complete-Outreach-Tech-Stack_-Hubspot-Pricing.png 1600w, https://www.findymail.com/blog/content/images/2026/07/Complete-Outreach-Tech-Stack_-Hubspot-Pricing.png 2239w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.hubspot.com/pricing/">HubSpot</a></figcaption></figure><p><strong>Free:</strong> up to 2 users</p><ul><li><strong>Starter:</strong> $10/user/mo</li><li><strong>Professional:</strong> $1,450/mo (includes 6 seats; additional core seats start at $50/mo)</li><li><strong>Enterprise:</strong> From $4700/mo (includes 8 seats; additional core seats start at $75/mo)</li></ul><div class="kg-card kg-callout-card kg-callout-card-red"><div class="kg-callout-emoji">&#x1F3AF;</div><div class="kg-callout-text"><strong>Backup option: Salesforce.</strong> The enterprise-heavy alternative for teams that already run on it or need deep customization at scale. More powerful at the high end, but most teams need a dedicated admin to get real value out of it, which HubSpot doesn&apos;t require.</div></div><h2 id="4-channel-specific-outreach-pr-link-building">4. Channel-Specific Outreach: PR &amp; Link-Building</h2><p>This category covers outreach that isn&apos;t standard sales prospecting: pitching journalists, bloggers, and website owners for coverage or backlinks. It behaves differently enough (smaller, more targeted lists; longer relationship cycles; backlink tracking instead of deal tracking) that it usually needs its own tool rather than being bolted onto a sales CRM.</p><h3 id="buzzstream-best-for-pr-and-link-building-outreach">BuzzStream: Best for PR and Link-building Outreach</h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/07/Complete-Outreach-Tech-Stack_-BuzzStream.png" class="kg-image" alt="The Complete Outreach Tech Stack: No Single Tool Does It All" loading="lazy" width="2000" height="1022" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Complete-Outreach-Tech-Stack_-BuzzStream.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Complete-Outreach-Tech-Stack_-BuzzStream.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Complete-Outreach-Tech-Stack_-BuzzStream.png 1600w, https://www.findymail.com/blog/content/images/2026/07/Complete-Outreach-Tech-Stack_-BuzzStream.png 2328w" sizes="(min-width: 720px) 720px"><figcaption><strong>Source: </strong><a href="https://www.buzzstream.com/">BuzzStream</a></figcaption></figure><p><strong>Overview:</strong></p><p>Pitching journalists and bloggers isn&apos;t quite the same as standard sales outreach. And BuzzStream is built specifically around that difference. It&apos;s an outreach CRM designed for digital PR, <a href="https://www.ryrob.com/link-building-strategies/">link-building strategies</a>, influencer outreach, etc. In such a case, the whole point is building real relationships with targeted lists.</p><p>BuzzStream finds prospects&apos; contact info as you browse. It tracks every email you&apos;ve sent someone. So it reduces the chances of pitching the same contact twice. It also includes backlink monitoring, so you can see when a new link goes live.</p><div class="kg-card kg-callout-card kg-callout-card-red"><div class="kg-callout-emoji">&#x1F3AF;</div><div class="kg-callout-text"><strong>Note: </strong>BuzzStream&apos;s built-in contact discovery finds emails but doesn&apos;t verify them. So you should consider pairing it with <a href="https://www.findymail.com/email-verifier/"><strong>Findymail Email Verifier</strong></a>.</div></div><p><strong>Key Features:</strong></p><ul><li><strong>Research opportunities</strong> &#x2013; Browse prospect lists and add contacts with metrics.</li><li><strong>Relationship tracking</strong> &#x2013; Automatically updates relationship stages based on email activity.</li><li><strong>Email templates with follow-ups</strong> &#x2013; Choose or create a template for your outreach campaign with automated follow-ups.</li><li><strong>Optimized link building</strong> &#x2013; Track your link building campaigns and instantly see the progress for each website.</li><li><strong>Ahrefs integration</strong> &#x2013; Pull in SEO metrics directly into your prospect research.</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/2026/07/Complete-Outreach-Tech-Stack_-BuzzStream-Ratings.png" class="kg-image" alt="The Complete Outreach Tech Stack: No Single Tool Does It All" loading="lazy" width="1872" height="706" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Complete-Outreach-Tech-Stack_-BuzzStream-Ratings.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Complete-Outreach-Tech-Stack_-BuzzStream-Ratings.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Complete-Outreach-Tech-Stack_-BuzzStream-Ratings.png 1600w, https://www.findymail.com/blog/content/images/2026/07/Complete-Outreach-Tech-Stack_-BuzzStream-Ratings.png 1872w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.buzzstream.com/">BuzzStream</a></figcaption></figure><ul><li><strong>G2</strong>: 4.2/5 (165)</li><li><strong>Capterra</strong>: 4.5/5 (22)</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/2026/07/Complete-Outreach-Tech-Stack_-BuzzStream-Pricing.png" class="kg-image" alt="The Complete Outreach Tech Stack: No Single Tool Does It All" loading="lazy" width="2000" height="1047" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Complete-Outreach-Tech-Stack_-BuzzStream-Pricing.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Complete-Outreach-Tech-Stack_-BuzzStream-Pricing.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Complete-Outreach-Tech-Stack_-BuzzStream-Pricing.png 1600w, https://www.findymail.com/blog/content/images/size/w2400/2026/07/Complete-Outreach-Tech-Stack_-BuzzStream-Pricing.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.buzzstream.com/plans-pricing/">BuzzStream</a></figcaption></figure><ul><li><strong>Starter</strong>: $49/mo &#x2013; 1 user, 500 contacts</li><li><strong>Growth</strong>: $174/mo &#x2013; 3 users, 25,000 contacts</li><li><strong>Professional</strong>: $424/mo &#x2013; 6 users, 100,000 contacts</li><li><strong>Custom</strong>: Starting at $999/mo &#x2013; 15+ users, 300,000+ contacts</li></ul><h3 id="heyreach-best-for-multi-account-linkedin-outreach">HeyReach: Best for Multi-Account LinkedIn Outreach</h3><figure class="kg-card kg-image-card kg-card-hascaption"><img src="https://www.findymail.com/blog/content/images/2026/07/Complete-Outreach-Tech-Stack_-HeyReach.png" class="kg-image" alt="The Complete Outreach Tech Stack: No Single Tool Does It All" loading="lazy" width="2000" height="1097" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Complete-Outreach-Tech-Stack_-HeyReach.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Complete-Outreach-Tech-Stack_-HeyReach.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Complete-Outreach-Tech-Stack_-HeyReach.png 1600w, https://www.findymail.com/blog/content/images/2026/07/Complete-Outreach-Tech-Stack_-HeyReach.png 2400w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.heyreach.io/">HeyReach</a></figcaption></figure><p>HeyReach is a cloud-based LinkedIn automation platform for managing multiple sender accounts from one dashboard, with campaigns running on their servers instead of a browser extension. It&apos;s built for agencies and teams running LinkedIn outreach across several accounts, with a unified inbox for replies.</p><div class="kg-card kg-callout-card kg-callout-card-red"><div class="kg-callout-emoji">&#x1F3AF;</div><div class="kg-callout-text"><em><strong>Note:</strong> HeyReach is LinkedIn-only, so pair it with Instantly or Smartlead for a full multichannel cadence.</em></div></div><p><strong>Key Features:</strong></p><ul><li><strong>Multi-account management</strong>: Run and monitor LinkedIn outreach across many sender accounts from a single dashboard.</li><li><strong>Cloud-based sending</strong>: Campaigns run on HeyReach&apos;s infrastructure, not a local browser session.</li><li><strong>Unified inbox</strong>: Manage replies from every connected LinkedIn account in one place.</li><li><strong>Sender rotation</strong>: Distribute outreach volume automatically across connected accounts to reduce the risk of any single account getting flagged.</li><li><strong>GTM integrations</strong>: Native connections to Instantly, Smartlead, Clay, and HubSpot to sync LinkedIn activity with the rest of your stack.</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/2026/07/Complete-Outreach-Tech-Stack_-HeyReach-Ratings.png" class="kg-image" alt="The Complete Outreach Tech Stack: No Single Tool Does It All" loading="lazy" width="1960" height="688" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Complete-Outreach-Tech-Stack_-HeyReach-Ratings.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Complete-Outreach-Tech-Stack_-HeyReach-Ratings.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Complete-Outreach-Tech-Stack_-HeyReach-Ratings.png 1600w, https://www.findymail.com/blog/content/images/2026/07/Complete-Outreach-Tech-Stack_-HeyReach-Ratings.png 1960w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.heyreach.io/">HeyReach</a></figcaption></figure><ul><li><strong>G2:</strong> 4.6/5 (71)</li><li><strong>Capterra:</strong> 5/5 (2)</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/2026/07/Complete-Outreach-Tech-Stack_-HeyReach-Pricing.png" class="kg-image" alt="The Complete Outreach Tech Stack: No Single Tool Does It All" loading="lazy" width="2000" height="1070" srcset="https://www.findymail.com/blog/content/images/size/w600/2026/07/Complete-Outreach-Tech-Stack_-HeyReach-Pricing.png 600w, https://www.findymail.com/blog/content/images/size/w1000/2026/07/Complete-Outreach-Tech-Stack_-HeyReach-Pricing.png 1000w, https://www.findymail.com/blog/content/images/size/w1600/2026/07/Complete-Outreach-Tech-Stack_-HeyReach-Pricing.png 1600w, https://www.findymail.com/blog/content/images/2026/07/Complete-Outreach-Tech-Stack_-HeyReach-Pricing.png 2334w" sizes="(min-width: 720px) 720px"><figcaption>Source: <a href="https://www.heyreach.io/">HeyReach</a></figcaption></figure><ul><li><strong>Growth:</strong> $79/mo &#x2013; 1 LinkedIn sender accounts.</li><li><strong>Agency:</strong> $999/mo &#x2013; 25 LinkedIn sender accounts, unified inbox, API access.</li><li><strong>Unlimited:</strong> $2,999/mo &#x2013; Unlimited LinkedIn sender accounts.</li><li><strong>Custom: </strong>Request pricing &#x2013; custom LinkedIn sender accounts.</li></ul><h2 id="how-to-build-an-outreach-stack-that-doesn%E2%80%99t-feel-overwhelming">How to Build an Outreach Stack That Doesn&#x2019;t Feel Overwhelming</h2><p>It&apos;s easy to assume that more tools will lead to better results. But in reality, too many different platforms can feel overwhelming rather than effective.</p><h3 id="start-with-your-biggest-bottleneck">Start With Your Biggest Bottleneck</h3><p>Instead of buying multiple tools at once, identify the part of your workflow that consumes the most time or creates the biggest problems. If you&apos;re struggling to find accurate contact information, focus on email discovery and verification. If deliverability is your main concern, invest in warm-up and inbox placement tools first.</p><h3 id="choose-tools-that-integrate-well">Choose Tools That Integrate Well</h3><p>Your outreach stack should work as a connected system, not a collection of isolated platforms. So, prioritize tools that integrate with each other. That can help synchronize your prospect data, campaign activity, CRM records, and any other essential elements.</p><h2 id="the-bottom-line">The Bottom Line</h2><p>Successful outreach isn&apos;t about finding a single tool that does everything. It&apos;s about using the right tool for each stage of the process. Of course, you can find software that does everything in one place. But before using it, ask yourself a question: Are all of its features working equally well?</p><p>The seven tools on this list each solve a specific outreach challenge. Start with the platforms that address your current bottlenecks, and then expand your stack as your outreach needs grow.</p><div class="kg-card kg-callout-card kg-callout-card-yellow"><div class="kg-callout-text"><strong>Don&#x2019;t let bad prospect data slow down your outreach.</strong><br><br><strong><a href="https://www.findymail.com">Findymail</a> </strong>finds the right decision-makers, uncovers verified business email addresses, and helps you get targeted prospects faster. Every email is verified before you export it, helping you reduce bounce rates and improve your deliverability.</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 &#x2192;</a></div><h2 id="faq">FAQ</h2><h2 id="what-is-the-best-email-outreach-tool">What is the best email outreach tool?</h2><p>The best email outreach tool depends entirely on your goals. There is no universal solution. What will be a great fit for one won&#x2019;t be for another. So, it&#x2019;s worth thinking carefully about what you are aiming for.</p><p>For example, if you need verified email addresses, Findymail will be a strong choice. For cold email outreach campaigns, Instantly would work. While HubSpot is better for managing leads and sales pipelines. And so on.</p><p>Many businesses combine several tools to cover different parts of the outreach process. But that&#x2019;s okay if you try one and it doesn&#x2019;t work for you. You can switch to another one and find the best for your needs.</p><h3 id="how-can-i-improve-email-deliverability">How can I improve email deliverability?</h3><p>Verify email addresses before sending campaigns. You&apos;d be surprised how that can reduce your bounce rates. Besides that, warming up your email account can also help. And of course, avoid spam-triggering content. Email tools can help you with all of these tasks. It&#x2019;s just a matter of finding the right fit.</p><h3 id="do-i-need-a-crm-for-email-outreach">Do I need a CRM for email outreach?</h3><p>A CRM isn&apos;t required when you&apos;re just starting. But it becomes valuable as your outreach campaigns grow. It keeps all your contacts, conversations, and deal progress in one place. Without CRM, it will be hard to manage so much information and not lose track of it. Just make sure to choose a CRM that integrates with the outreach platforms you&#x2019;re already using.</p><h3 id="should-i-use-one-all-in-one-outreach-platform-or-several-specialized-tools">Should I use one all-in-one outreach platform or several specialized tools?</h3><p>Basically, it pretty much depends on your workflow. Of course, all-in-one platforms are convenient because everything is managed in one place, so you can try them. But keep in mind that specialized tools often provide more advanced features for specific tasks. Many teams build an outreach stack by combining the best solutions for each stage of the process.</p>]]></content:encoded></item></channel></rss>