Which Email Finder Actually Delivers?
15 Tools Tested on 20,000 Real Contacts

Study led by Denis Cohen, founder of Dropcontact, former head of Atoo Research Institute (French National Health Survey • 30,514 respondents • $11M government contract) | Updated: February 2026.

You're paying for emails that never get delivered.

It's not just a bad database. Most email validation tools used during enrichment flag catch-all domains as "risky" and silently discard them. The problem? Those domains belong to your highest-value targets: Fortune 500 companies, global tech leaders, and fast-growing startups. Without realizing it, you're literally filtering out your best leads.

‍And even when a tool does return an email, there's no guarantee it actually belongs to the person you were targeting (job change, company-to-domain mismatch…). You'll never know. All you see is conversion rates quietly declining month after month.

‍For your European prospects, there's an even bigger issue: compliance. Nearly all providers rely on third-party email validation services and stay silent on a critical point — your prospects' personal data is routed through servers outside the EU. That puts it squarely under regulations like FISA 702 and the Cloud Act, wiping out any GDPR compliance and your legal right to use those emails.

To cut through the noise, we put 15 leading Email Finders through the most rigorous real-world audit ever conducted: one single file, 20,000 real contacts, and a methodology that leaves zero room for guesswork.

The results were not what we expected.

Transparency. This study was conducted and entirely funded by Dropcontact, the only email enrichment solution whose GDPR compliance has been audited in depth by the CNIL (France's data protection authority, widely regarded as the strictest in Europe), with direct access to databases, IT systems, and source code, and formal closure of the investigation signed by the President of the CNIL herself, Marie-Laure Denis (letter dated November 6, 2020, ref. MLD/ART/CLC201008).

The GDPR opt-out suppression list mechanism implemented by Dropcontact in 2018 was later adopted by the CNIL as an official recommendation (cnil.fr, January 27, 2022).

For application security, Dropcontact undergoes an annual Cloud Application Security Assessment (CASA) audit by the App Defense Alliance, based on the OWASP Application Security Verification Standard (ASVS) Tier 2. This audit covers 14 categories of security controls (authentication, access control, cryptography, data protection, API security, etc.) and is performed by an authorized third-party lab.

Dropcontact is one of the 15 tools tested and was subject to the exact same protocol as all others. Full methodology, limitations, and reproducibility: see below.

The 5 Top-Performing Email Finders by Real Enrichment Rate

Rank
Email Finder
Effective Enrichment rate
Overall Error rate
Hard Bounce Rate
Error Domain Rate
Gross Match Rate
Performance
🥇 1
🥈 2
🥉 3
4
5
54.9%
39.9%
40.9%
31.6%
48.3%
1.9%
6.2%
8.1%
6.8%
🔸15.3%
0.9%
1.1%
2.3%
1.0%
3.6%
1.0%
5.2%
5.8%
5.8%
❗️11.7%
55.9%
42.5%
44.6%
33.9%
57.0%
⭐️⭐️⭐️⭐️⭐️
⭐️⭐️⭐️⭐️
⭐️⭐️⭐️
⭐️⭐️⭐️
⭐️⭐️⭐️

Real rate = raw rate - hard bounces - wrong domains. See the full ranking of all 15 tools and detailed methodology below.

How We Conducted This Study

The Test File

A single file of 20,000 real contacts, randomly sampled — not generated or fabricated. The data was used as-is, with all the imperfections found in real-world conditions: first and last names swapped, inconsistent capitalization, approximate company names. Geographic breakdown: 9,800 US contacts, 9,700 European contacts, 500 rest of world. Only three columns: first name, last name, company name. No website URL. No LinkedIn profile. Real data, real conditions — to measure each tool's actual performance.

The Protocol

The same file was submitted to each of the 15 tools, following each tool's own instructions. No manual intervention. Raw results were collected as-is. The protocol is fully reproducible: build your own file of 20,000 contacts, submit it to all 15 tools, send the emails found. The results will fall within the same range.‍

Verification Methodology: No Simulations, No Shortcuts

"The Truth is in the Methodology: No Simulations, No Shortcuts."

To get the truth, we didn't just run an algorithm or rely on simple 'pings.' We conducted a rigorous audit built on two verification pillars:

100% Live Email Delivery: Measuring Real Hard Bounces

We didn't settle for status codes. We actually sent a real email to every single address found to confirm real-world deliverability. This is the only way to isolate actual hard bounces, while filtering out soft bounces and refuse bounces (caused by deliverability issues, test sending domain reputation, or anti-spam filters), which are false positives that other benchmarks mistakenly count as failures. No third-party validators, no simulations.

Cross-Validated Manual Audit: Domain Verification Protocol

To ensure that the domain returned by each tool actually belongs to the correct company, we applied a dual-entry verification protocol. For each company, a first operator independently identified and entered the corresponding website based on the company name. A second operator then performed the same task separately, with no access to the first result. Both entries were then compared automatically. When they matched, the company-to-domain association was validated. When they diverged, the case was flagged for additional review and resolved using available sources.

This protocol detects domain identification errors, prevents confusion between similarly named companies, and ensures accuracy between the input company name and its actual domain. The final dataset was produced only after every single discrepancy had been resolved and compared against the domains provided by each of the 15 email finders tested on the 20,000-contact file.

Origin of the method. This dual-entry verification with automated consistency control is a well-established data quality methodology, originally developed in the 1950s for IBM keypunch card verification and recognized in survey research as the "double data entry" gold standard. Denis Cohen, then Head of the Interviewer Network (ancien Responsable du réseau enqueteurs) at Mediametrie (France's leading media audience measurement company), proposed applying this method to paper questionnaire data entry during R&D meetings with the scientific direction led by Philippe Tassi (ENSAE, elected member of the International Statistical Institute) in 1992. The method was subsequently adopted by Mediametrie.

All processing, from enrichment to validation to live sending, remained exclusively on EU-based servers. The test sending domains were rigorously configured, monitored to ensure they were never blacklisted, and methodically warmed up before any email was sent. No data left the European Union at any stage.

This level of manual precision combined with real-world email delivery testing is rarely, if ever, seen in published email finder benchmarks. It is the difference between a calculated guess and a verified result.

Metrics

For each tool, four indicators:

  • Raw enrichment rate: emails found / contacts submitted
  • Hard bounce rate: emails returned as permanent delivery failure after real sending
  • Wrong domain rate: emails where the domain does not match the contact's company
  • Real enrichment rate: emails that are genuinely usable

The formula: Real rate = Raw rate - Hard bounces - Wrong domains

Who Designed This Study

⚠️ Yes, the author of this study is also the CEO of one of the tools tested.

You may be thinking: "How can I trust a benchmark conducted by a competitor?" That's a fair and legitimate reaction — we would ask the same question.

That is precisely why this study was designed with the same standards Denis Cohen applied when conducting government-funded public health research: a published protocol, a controlled sample, results verified through actual email delivery, and full reproducibility. It is the methodology that serves as proof, not the author's word.

The protocol was designed by Denis Cohen, Founder and CEO of Dropcontact.

Before Dropcontact, Denis Cohen founded the research and polling institute Atoo Studies. After just 3.5 years in operation, Atoo won a €10M framework contract through a public tender from INPES (French National Institute for Prevention and Health Education), competing against France's largest polling firms, in partnership with CNAMTS, INSERM, and the French Ministry of Health, to conduct a series of national public health studies.

The first of these studies was the Health Barometer 2005, one of the most ambitious public health surveys ever conducted in France:

30,514
respondents interviewed over 4 months
192 interviewers · 21 supervisors
47
expert researchers and statisticians
INSERM · INED · InVS · Penn State (USA)
CNIL
protocol approved by the French data authority
fieldwork monitored daily by the OCRD
574 pp.
published by INPES Editions
ISBN 978-2-9161-9201-7

🔬 Denis Cohen invented a sampling method that became the industry standard

In 2004, every phone survey in France only called landlines, systematically excluding 14% of the population (younger, lower-income, more urban). No mobile phone directory existed. Denis Cohen designed and implemented a scientific and technological "mobile-only" supplementary sampling method: 47,310 phone numbers generated across France's three mobile carriers to build an independent sample of 3,842 "mobile-only" respondents. At the time, academic literature described such methodological studies as "still relatively rare." This dual-frame sampling approach has since become the standard for representative phone surveys worldwide.

This Email Finder benchmark applies the same methodological rigor: published protocol, controlled sample, verification through actual email delivery, full reproducibility.

Excerpts from the Health Barometer 2005 (INPES) showing Institut de sondages Atoo as the organization that conducted the fieldwork, highlighted in the acknowledgments (p. 9), the methodology chapter (p. 31), and the official announcement letter (p. 517)
Excerpts from the Health Barometer 2005, official INPES publication (574 pages, ISBN 978-2-9161-9201-7).
"Institut de sondages Atoo" (founded by Denis Cohen) is cited 5 times as the organization that conducted the survey.
View the full publication on Santé Publique France →

Why We Don't Publish the Test File

It would be reasonable to want access to the raw file of 20,000 contacts and the enrichment results from each tool. That's an understandable expectation.

The file contains personally identifiable data (first name, last name, professional email) as defined under Article 4 of the GDPR. Publishing this data, even for the sake of methodological transparency, would constitute processing without a legal basis. As a European company, Dropcontact is bound by the GDPR, including for data of contacts located outside the European Union.

Some vendors in this space publish or offer to share their dataset. That's their choice. But it's difficult to claim GDPR compliance on one hand, and publish a file of personally identifiable data on the other.

The verifiability of this study rests on the full publication of the protocol, not on the publication of the dataset. The test is reproducible.


5 Key Findings from This Study

1. The Raw Rate Is a Misleading Metric

Since 2023, the entire Email Finder and waterfall enrichment market has been built around two vanity metrics: the enrichment rate and the bounce rate. Every vendor optimizes for them, every comparison highlights them, every sales pitch leads with them.

This is one of the most consequential mistakes in the industry. The proof: reply rates have been declining year after year, forcing sales teams to build increasingly complex sending infrastructures just to push out ever-larger volumes of cold emails. More domains, more mailboxes, more warm-up tools — all to compensate for data quality no one is measuring correctly.

  • A high enrichment rate says nothing about whether the emails are deliverable.
  • A low bounce rate says nothing about whether the emails reach the right person at the right company.

Across the 15 tools we tested, the gap between the advertised raw rate and the real usable rate ranges from 1.9% to 29.7%. Some solutions deliver nearly one-third of unusable emails.

When an Email Finder claims a "find rate of 80%" and a "bounce rate under 3%," it sounds impressive — but it tells you nothing about what's actually usable for outreach. That's the difference between a marketing number and an operational result.

‍2. Wrong Domains: The Blind Spot Nobody Measures

A technically valid email sent to the wrong domain is worse than an email not found at all: it reaches a real inbox, but not your prospect's. Your reply rate collapses, and you don't understand why. The wrong domain rate ranges from 1% to 22.5% across tools. It's a metric that virtually no other benchmark even tracks. This study measures it for all 15 tools.

3. The Outdated Data Trap of Stored Databases

The vast majority of Email Finders, around 98%, on the market rely on pre-built databases, often purchased from the same third-party providers. This model has its logic: it's faster to set up, cheaper to operate, and it's been the industry standard for over a decade. Most vendors in this space were built on this architecture, and it worked well for a long time.

The core issue is that it doesn't age well. Annual turnover of professional email addresses sits between 25% and 33%. A database purchased in January loses a quarter of its value before December. And from a legal standpoint, storing and reselling personal data without the contact's consent creates a GDPR compliance issue the industry hasn't collectively resolved.

4. The True Cost per Usable Email

The price displayed on an Email Finder's pricing page doesn't reflect the true cost. When measured against genuinely usable emails (after subtracting hard bounces and wrong domains), the cost per 1,000 emails ranges from $9.50 to $52 across tools. A 5.5x factor between the cheapest and most expensive solution in real terms.

The math is straightforward. If your current tool shows a raw rate of 70% but generates 15% hard bounces and 8% wrong domains, your real rate is 47%. And your cost per 1,000 usable emails is 50% higher than what you think you're paying.

5. The Third-Party Email Validator Trap: The Biggest Risk to Your GDPR Compliance

This is the market's blind spot, and this study is the first to document it.

Finding an email is one thing. Verifying it is another. And it's in the verification step that the most serious risk hides for companies whose targets operate in Europe.

Nearly all Email Finders on the market, including "waterfall" solutions, rely on third-party email validation services to confirm whether an address exists before delivering it. These validators are hosted on servers located in the United States (ZeroBounce, NeverBounce, MillionVerifier) or India (DeBounce).

In practice, your prospects' personal data (first name + last name + email = personal data under the GDPR) passes through servers subject to FISA 702 and the Cloud Act (USA) or with no adequacy decision from the European Commission (India).

The consequence is twofold: the enrichment solution loses its GDPR compliance, and so does the end-client company. Your company's DPO inherits the legal risk of the entire subprocessing chain.

Dropcontact is the only solution on the market that runs its own proprietary email validation algorithms, hosted exclusively on servers located within the European Union. No personal data transfer to any country outside the EU, at any stage of the enrichment or validation process.

GDPR COMPLIANCE

GDPR Compliance: The Difference Between a Badge and an Audit

"Self-Declared Compliant" vs. "Audited by the CNIL"

Nearly every Email Finder displays a GDPR badge or a compliance statement on its website. None has been audited by the regulatory authority.

CNIL Commission Nationale Informatique & Libertés
CNIL headquarters, Paris — France's data protection authority audited Dropcontact in 2019

In October and November 2019, the CNIL (Commission Nationale de l'Informatique et des Libertes, France's data protection authority, widely regarded as the most stringent in Europe) initiated a formal investigation of Dropcontact on its own authority (decision no. 2019-168C). The audit took two forms: an online inspection (October 24, 2019) and a full-day on-site hearing at the CNIL's headquarters (November 7, 2019).

The scope: "to verify compliance by the company DROPCONTACT with all provisions of the amended French Data Protection Act of January 6, 1978 and Regulation (EU) 2016/679 (GDPR)," and specifically "the conditions under which the DROPCONTACT solution is implemented for updating data from its clients' CRMs." The core business.

This Was Not a Desk-Based Review

The CNIL's official summons (ref. ART/DI191278, registered letter with acknowledgment of receipt) reveals the depth of the audit. The CNIL required:

  • Live access to Dropcontact's databases and information systems, with credentials and passwords
  • The presence of technical staff who can thoroughly explain the source code (!) and system architecture, run queries directly against the databases, and present the product with complete technical transparency.
  • Contracts with IT service providers, client list, three most recent financial statements, processing records, data breach register, and impact assessments

The audit team included a specialized legal expert and a systems auditor. Dropcontact opened its systems, databases, and code.

The President's Decision

On November 6, 2020, the President of the CNIL herself, Marie-Laure Denis, notified Dropcontact of the formal closure of investigation no. 2019-168C. No sanction. No formal notice. Closure.

This is not a routine letter. The letterhead reads "The President." It is an act signed by France's highest authority on personal data protection.

The official letter from the President of the CNIL, widely considered one of the most demanding authorities in Europe on GDPR enforcement (partially redacted for confidentiality), is available below.

Official CNIL closure letter addressed to Dropcontact, dated November 6, 2020, signed by President Marie-Laure Denis — closing investigation no. 2019-168C with no sanction
Official CNIL closure letter — Investigation no. 2019-168C
Signed by President Marie-Laure Denis · Partially redacted
View full letter (PDF)

What This Means for Your Company

Criterion
Dropcontact
Other Email Finders
CNIL audit
Yes (2019). Closure signed by the President
No audit to our knowledge
Type of audit
Online inspection + full-day on-site hearing at CNIL headquarters
N/A
Technical depth
Live access to databases, source code, real-time queries
N/A
Audit team
Specialized legal expert + systems auditor
N/A
GDPR suppression list
In place since 2018, adopted as official recommendation by the CNIL (2022)
Not documented
Email validation
Proprietary algorithms, 100% EU-based servers
Third-party validators (USA, India)
Data transfer outside the EU
None
Yes, systematic
Documented proof
Official letter from the President of the CNIL
Self-declarations, badges
Risk for the client's DPO
Covered by CNIL closure after full technical audit
Direct exposure (FISA 702, Cloud Act)

Discover the top 15 email finder tools compared side by side. See features, accuracy, and pricing to choose the best solution for your business.

The CNIL Adopted Dropcontact's Method as an Official Recommendation

As early as 2018, before the investigation even began, Dropcontact had implemented a "GDPR suppression list" mechanism: a permanent exclusion system for individuals who exercised their right to object, based on salted hashing (not simple MD5, which is far too vulnerable to attacks). This mechanism prevents any re-contact without storing personally identifiable data.

In 2019, the CNIL audited this method during its investigation, with access to the source code.

On January 27, 2022, the CNIL published an official recommendation describing exactly this method: "How to use a suppression list to comply with the right to object to commercial prospecting".

Dropcontact didn't follow the CNIL's recommendations. The CNIL turned Dropcontact's practice into a recommendation.

Dropcontact Practice (2018)
CNIL Recommendation (2022)
Exclusion list for GDPR opt-out requests using salted hashing
"Create a suppression list"
No personally identifiable data stored, only hashes
"Store only hashes"
Hash comparison before any enrichment
"Compare results against the hash list"
Robust algorithms (not MD5)
"Use secure and robust algorithms"

What Has Changed in 2025 Since This Study Was Conducted

Double First Name / Double Last Name Enrichment: A Dropcontact Exclusive

Since this study was conducted, Dropcontact's algorithms have integrated a capability exclusive to the market: email address enrichment based on double first names and double last names. This feature was not in production during the tests.

This is a particularly significant advantage for companies prospecting in Spain (Maria del Carmen Garcia Lopez), the Netherlands (Jan-Willem van der Berg), Portugal, Latin America, or any market where compound names are the norm, not the exception. Nearly all Email Finders on the market fail on these cases because their algorithms only handle a single first name and a single last name.

Dropcontact's algorithms are continuously improving. The results presented in this study are a floor, not a ceiling.

Catch-All Email Validation: The End of a Shortcut, the Strength of a Proprietary Approach

A "catch-all" domain is a domain configured to accept all emails, regardless of the address. It appears impossible to tell whether john.smith@company.com actually exists or whether the catch-all configuration simply accepts everything. This is one of the most complex problems in email validation.

What happened on February 13, 2026. Overnight, Google patched an endpoint in its Calendar API that some enrichment solutions were using to validate or invalidate catch-all emails on professional domains hosted on Google Workspace. The technique involved querying this endpoint to detect whether an email address was associated with an active Google account.

This is a technique Dropcontact had partially tested and occasionally used back in 2019. But our own algorithms have gone far beyond that since. Dropcontact now has a near-perfect (but still not perfect; transparency requires saying so) ability to validate or invalidate catch-all emails on Google Workspace and Microsoft 365 domains, without relying on any third-party endpoint that could be shut down overnight.

The consequences for the market. It's likely that Google's fix temporarily prevents some solutions that relied on this technique from continuing to validate catch-all emails on Google domains. These are serious players, and we have no doubt they will find alternatives in the coming weeks, months, or years. But this illustrates a structural point: any solution that depends on a third-party endpoint for a critical function is exposed to this type of disruption. This is why Dropcontact developed its own catch-all validation algorithms, independent of any third-party API.

A note for insiders. We're not talking here about the so-called "Smart Chips Contacts" method in Google Sheets, sometimes discussed in certain circles. This approach is not viable for professional use: it generates far too many false positives. All it takes is for an email address to have existed at some point, even if the person has been gone for five years and the address is no longer active, for this method to still consider it valid. That's not validation. That's noise.

Full Ranking: All 15 Email Finders Tested

Rank
Email Finder
Effective Enrichment rate
Overall Error rate
Hard Bounce Rate
Error Domain Rate
Gross Match Rate
Performance
GDPR Audit
🥇 1
🥈 2
🥉 3
4
5
6
7
8
9
10
11
12
13
14
15
54.9%
39.9%
40.9%
31.6%
48.3%
37.2%
32.5%
22.6%
26.1%
37.4%
24.2%
41.3%
48.4%
14.2%
35.5%
1.9%
6.2%
8.1%
6.8%
🔸15.3%
🔸11.2%
🔸16.4%
🔸15.9%
🔸17.8%
❗️23.5%
❗️22.5%
❗️25.4%
❗️27.1%
❗️22.7%
❗️29,7%
0.9%
1.1%
2.3%
1.0%
3.6%
4.7%
❗️11.2%
❗️10.6%
8.3%
❗️10.6%
❗️13.7%
❗️15.8%
4.6%
❗️15.1%
❗️15%
1.0%
5.2%
5.8%
5.8%
❗️11.7%
6.4%
5.3%
5.4%
9.5%
❗️12.8%
8.8%
9.5%
❗️22.5%
7.6%
❗️14.7%
55.9%
€20.00
-
-
-
-
-
-
-
-
-
-
-
-
-
-
€17.20
€8.72
€8.13
€58.89
€43.56
€35.73
€10.51
€11.73
€9.24
€20.88
€36.56
€26.48
€17.20
€47.75
42.5%
44.6%
33.9%
57.0%
41.9%
38.9%
26.9%
31.8%
48.9%
31.2%
55.4%
66.3%
18.4%
50.5%
⭐️⭐️⭐️⭐️⭐️
⭐️⭐️⭐️⭐️
⭐️⭐️⭐️
⭐️⭐️⭐️
⭐️⭐️⭐️
⭐️⭐️
⭐️
⭐️
⭐️
 
 
 
 
 
 
Cost / 1K Usable Emails

Aeroleads – 2025 Email Finder & Enrichment Comparison: Review, Performance & Capabilities

As part of our 2025 Ultimate Email Finder & Enrichment Comparison involving 20,000 real-world tests, we evaluated Aeroleads’ database-powered enrichment for accuracy, data quality, and ROI across various B2B use cases.

Aeroleads General Overview – 2025 Email Finder & Enrichment Tools

Founded in 2015 in India (HQ Bangalore, with a probably registered address in San Jose, USA – 29 employees, according to their LinkedIn profile), Aeroleads positions itself as a 2025 Email Finder & enrichment solution. The platform primarily targets B2B professionals (freelancers, merchants, SMBs, enterprises) but also extends to B2C. Within our Ultimate Email Finder & Enrichment Comparison (20,000 real-world tests), Aeroleads was benchmarked for accuracy and scalability.

Aeroleads Features & Data Sources

  • Single contact search by name, company, industry, seniority, or location
  • Upload & integrations:
    • CSV/Excel file upload
    • Google Chrome extension
    • API
    • 20+ integrations (Zapier, Zoho, Pipedrive, etc.)
  • Database claims: 750M contacts
  • Source:
    • Database compilation method – not disclosed
    • Unknown source – no available information on data provenance
  • GDPR: “compliant” claim, but likely partly from “LinkedIn Leaks”

    Given the information we have identified and analyzed concerning the Dropcontact CEO and some twenty other known profiles present in the Aeroleads database, there is a strong likelihood that part of the database originates from "LinkedIn Leaks"

Aeroleads Pricing Model – 2025 Email Finder Subscription Plans

  • Search-based credits
  • Monthly or annual subscription
  • Plans:
    • €42/month for 2,000 searches
    • €127/month for 8,000 searches
    • €256/month for 20,000 searches

Aeroleads Key Risks & Limitations

  • Data obsolescence
  • GDPR compliance: Is there explicit individual consent (from 750 million profiles) for data storage and resale?
  • Potential risk of handling stolen data, subject to legal review

⚠️ A security vulnerability, still present as of September 2025, allows access to the entire database with minimal technical knowledge!

Aeroleads Real-World Performance Results (20,000 Test Benchmark)

Variables
Number
Rate
Email search database (first + last + company name)
20,000
Database (at least one email found by one of the solutions)
17,132
100.0%
Raw emails*
8,650
50.5%
Hard Bounce
1,298
15.0%
Completely inconsistent domains
1,273
14.7%
Loss of usable emails
2,570
29.7%
Actually usable emails
6,080
35.5%
Price per 1,000 usable emails
47.75€

Performance by Region

Location
Based on 20,000 emails
Database (at least one email found by one of the solutions)
Emails actually usable
Rate
USA
9,800
8,395
3,162
37.7%
Europe
9,700
8,309
2,838
34.2%
including France
2,500
2,141
739
34.5%
Worldwide
500
428
168
39.2%
Total
20,000
17,132
6,080
35.5%

Aeroleads Summary – 2025 Email Finder & Enrichment Comparison

Aeroleads positions itself as a well-known email finder and enrichment solution, boasting one of the largest databases with over 750 million profiles. Yet, our 2025 Ultimate Benchmark of Email Finder & Enrichment Tools—based on 20,000 real-life tests—uncovered critical flaws in data quality.

The platform recorded a 15% hard bounce rate, ranking among the worst of the 15 tools tested. In practice, this makes a secondary email verification tool almost unavoidable—driving up costs and eating into overall ROI.

Even more concerning, we identified 14.7% mismatches between company names and email domains. These inconsistencies directly harm deliverability and response rates, as many contacts simply don’t match the real target audience.

The bottom line: Aeroleads’ scale doesn’t make up for its lack of reliability—cost efficiency and campaign performance take a major hit.

Aeroleads Final Assessment – Performance, Accuracy & Cost

  • Actual enrichment rate: 35,5 %
  • Hard bounce rate: 15 %
  • Inconsistency rate (company vs domain): 14,7 %
  • Cost per 1,000 usable emails: 47,75 €


In conclusion, Aeroleads ranks below average in our 2025 Email Finder & Enrichment Benchmark—especially when it comes to accuracy, deliverability, and ROI—compared to the 14 other solutions we analyzed.

Anymail Finder – 2025 Email Finder & Enrichment Benchmark & Test Results

Within our 20,000-test comparative study, AnymailFinder was assessed for deliverability rates, reliability of its proprietary database, and return on investment in modern sales workflows.

Anymail Finder General Overview – 2025 Email Finder & Enrichment Tool

Anymail Finder is a UK-based company founded in 2015 in London. According to its LinkedIn profile, the company operates with a small team of 2–10 employees.  
In our 2025 Ultimate Email Finder & Enrichment Comparison, Anymail Finder was evaluated for scalability, enrichment performance, and overall reliability in B2B lead generation workflows.

Anymail Finder Target Audience & Usage

  • B2B professionals (freelancers, artisans, merchants, SMBs)
  • B2C use cases
  • Search options: individual contact or company search
  • Industry-based search (e.g., Marketing, Finance)
  • Accessibility: Google Chrome extension, contact file upload, API access

These features position Anymail Finder as a versatile email enrichment tool for both business and consumer outreach.

Anymail Finder Pricing Model – 2025 Email Finder Subscription Plans

  • Anymail Finder pricing is based on a pay-per-found-email model, with monthly or annual subscriptions.
  • In our 2025 benchmark, pricing was positioned in the mid-range of competitors:
    • €39/month for 1,000 emails
    • €129/month for 5,000 emails
    • €259/month for 25,000 emails

Anymail Finder Data Enrichment Method & Origin

Anymail Finder relies on an email database, although the total number of contacts available is not disclosed.  
Data origin includes web scraping (LinkedIn, Crunchbase) and third-party services, with unclear data provenance. While the company claims GDPR compliance, transparency around explicit consent and lawful data sourcing remains limited.

Anymail Finder Key Risks & Limitations

  • Data obsolescence
  • Unclear GDPR compliance for storage and resale of personal data
  • Uncertain provenance of data sourced from third-party services

Anymail Finder Real-World Performance Results (20,000 Test Benchmark)

Variables
Number
Rate
Email search database
20,000
Database (at least one email found by one of the solutions)
17,132
100.0%
Raw emails*
9,491
55.4%
Hard Bounce
1,503
15.8%
Completely inconsistent domains
904
9.5%
Loss of usable emails
2,407
25.4%
Actually usable emails
7,084
41.3%
Price per 1,000 usable emails
36.56€

Performance by Region

Location
Based on 20,000 emails
Database (at least one email found by one of the solutions)
Emails actually usable
Rate
USA
9,800
8,395
3,615
43.1%
Europe
9,700
8,309
3,348
40.3%
including France
2,500
2,141
1,018
47.5%
Worldwide
500
428
191
44.7%
Total
20,000
17,132
7,084
41.3%

Anymail Finder Summary - 2025 Email Finder & Enrichment Comparison


Anymail Finder initially returned a high volume with 9,491 / 20,000 emails found.
However, a critical quality issue stands out: 25.4% of results were unusable, driven largely by a very high hard bounce rate of 15.8%.

⚠️ A 25.4% unusable rate is well below acceptable standards for enrichment quality, directly harming deliverability and domain reputation. To mitigate this, teams would need to add a third-party email verification step, which increases costs and lowers ROI in large-scale campaigns.

Anymail Finder Final Assessment – Performance, Accuracy & Cost

  • Actual enrichment rate: 41.3%
  • Hard bounce rate: 15.8%
  • Unusable email rate: 25.4% (critically high error rate)
  • Cost per 1,000 usable emails: €36.56

Overall, despite solid initial volume, the 25.4% unusable rate places Anymail Finder among the weakest for data quality in our 2025 Email Finder & Enrichment Comparison.

BetterContact – Smart Email Finder with Waterfall Enrichment: 2025 Performance Review

Our side-by-side benchmark examined BetterContact’s unique waterfall enrichment strategy, powered by internal databases, to see if it outperforms traditional single-source email finders.

BetterContact General Overview – 2025 Email Finder & Enrichment Tool

BetterContact is a French company founded in 2023.  
According to its LinkedIn profile, the company currently operates with a very small team of 4 employees.

Within our 2025 Ultimate Email Finder & Enrichment Comparison (20,000 real-world tests), BetterContact was analyzed for scalability, enrichment quality, and reliability in B2B lead generation workflows.

BetterContact Target Audience & Use Cases

  • B2B (including merchants, artisans, and independent professionals)
  • B2C

BetterContact positions itself as an email enrichment service that can be used for both business and consumer prospecting.

BetterContact Email Finder Accessibility

  • Contact file upload
  • API access
  • Integrations with HubSpot and Google Sheets

These accessibility options make BetterContact usable in common sales and marketing workflows, as benchmarked in our 20,000-test study.

BetterContact Pricing Model – 2025 Email Finder Subscription Plans

BetterContact pricing is based on a pay-per-email-found model, offered only through monthly subscriptions.

In our 2025 benchmark, its pricing was positioned as follows:  

  • $15/month for 200 emails
  • $49/month for 1,000 emails
  • $799/month for 20,000 emails

This places BetterContact in the low-entry, high-scale cost model compared to other email finders.

BetterContact Data Enrichment Method & Sources

BetterContact is based on an email waterfall approach, relying on around 20 third-party enrichment providers.

Because of the origin of these sources, the data comes from a mix of:

  • External email research services
  • Proprietary and purchased databases
  • Undisclosed origins  

However, despite references to transparency from the various email enrichment solutions, the exact origin of the data remains limited.  

BetterContact essentially automates the process and compilation of various email enrichment and validation services, but remains fully dependent on the quality and performance of its subcontractors.

BetterContact Key Concern

  • Data obsolescence risks
  • Reliance on third-party providers, creating dependency
  • Unclear data origins (raising questions on compliance and reliability)  

These concerns directly impact trust in long-term enrichment quality.

BetterContact Real-World Performance Results (20,000 Test Benchmark)

Variables
Number
Rate
Email search database
20,000
Database (at least one email found by one of the solutions)
17,132
100.0%
Raw emails*
7,174
41.9%
Hard Bounce
340
4.7%
Completely inconsistent domains
460
6.4%
Loss of usable emails
800
11.2%
Actually usable emails
6,374
37.2%
Price per 1,000 usable emails
43.56€

Performance by Region

Location
Based on 20,000 emails
Database (at least one email found by one of the solutions)
Emails actually usable
Rate
USA
9,800
8,395
3,255
38.8%
Europe
9,700
8,309
3,016
36.3%
including France
2,500
2,141
860
40.2%
Worldwide
500
428
163
38.0%
Total
20,000
17,132
6,374
37.2%

BetterContact Summary – 2025 Email Finder & Enrichment Comparison

BetterContact operates on a waterfall enrichment model, aggregating results from around 20 third-party providers.


This means that the quality of BetterContact’s output is entirely dependent on the quality of the solutions it integrates. If partner providers have weak or outdated datasets, the overall accuracy of BetterContact will decline accordingly.  

In our 20,000-test benchmark, we observed an 11.2% unusable email rate, broken down into:  

  • 4.7% hard bounces
  • 6.4% domain errors

This highlights both the benefits and the risks of relying on a waterfall model: while coverage is expanded, data consistency and accuracy remain exposed to the weaknesses of its upstream sources.

BetterContact Final Assessment – Performance, Accuracy & Cost

  • Actual enrichment rate: 37.2%
  • Unusable email rate: 11.2%
  • Cost per 1,000 usable emails: €43.56

Overall, BetterContact provides broad enrichment thanks to its waterfall model, but its heavy dependence on partner solutions and an 11.2% unusable rate make its results less reliable compared to the strongest performers in our 2025 Email Finder & Enrichment Comparison.

BetterContact Final Note – Barriers to Entry in 2025

Even if BetterContact remains practical, offering integrations, automation, and accessibility, one key question emerges in 2025:
with the rise of Vibe Coding tools, AI enrichment, and workflow automation solutions like n8n, does BetterContact still have any real barrier to entry?


Its dependency on third-party providers and the lack of proprietary technology may limit its long-term differentiation in an increasingly competitive market.

Datagma – Database-Driven Email Finder: 2025 Accuracy & Enrichment Analysis

In our comprehensive comparison, Datagma’s approach—relying on acquired and compiled external email databases from varied, undisclosed sources—was tested for accuracy, data freshness, and overall performance.

Datagma General Overview – 2025 Email Finder & Enrichment Tool

Datagma is a French company founded in 2021.

According to its LinkedIn profile, it currently has a very small team of only 2 employees.

Within our 2025 Ultimate Email Finder & Enrichment Comparison (20,000 tests), Datagma was evaluated for accuracy, freshness of data, and return on investment for B2B prospecting.

Datagma Target Audience & Use Cases

  • B2B companies looking for enrichment and lead generation

Datagma positions itself as an enrichment solution focused on professional B2B data discovery.

Datagma Email Finder Accessibility

  • Contact file upload
  • Company or industry-based email search
  • Chrome extension
  • API access
  • Integrations with HubSpot, Make, Zapier, n8n

These features make Datagma accessible across different B2B workflows, but our benchmark showed that performance heavily depends on the underlying data sources.

Datagma Pricing Model – 2025 Email Finder Subscription Plans

Datagma pricing follows a pay-per-email-found model, available in monthly or annual subscriptions.  
In our 2025 benchmark, the pricing tiers were as follows:

  • €49/month for 3,000 emails
  • €95/month for 7,500 emails
  • €239/month for 22,500 emails

This pricing model appears accessible at first glance, but the real ROI depends heavily on the trustworthiness of the underlying data, which comes from undisclosed external sources of uncertain provenance.

Datagma Data Enrichment Method & Sources

Datagma indicates that its service relies on a mix of:

  • Third-party acquired databases
  • Compiled external datasets
  • “Real-time web crawls” (as claimed by the company)

While Datagma advertises the use of real-time crawling, our analysis suggests that the actual enrichment relies primarily on pre-acquired external databases of undisclosed provenance. This raises serious compliance and reliability concerns, as the sourcing practices remain largely opaque.

Datagma Key Risks & Limitations

  • Heavy reliance on third-party providers, with opaque data origins
  • Limited availability of high-quality public web data
  • Risk of outdated or inconsistent records

These factors raise questions about Datagma’s reliability compared to more proprietary solutions.

Datagma Real-World Performance Results (20,000 Test Benchmark)

Variables
Number
Rate
Email search database
20,000
Database (at least one email found by one of the solutions)
17,132
100.0%
Raw emails*
8,378
48.9%
Hard Bounce
888
10.6%
Completely inconsistent domains
1,076
12.8%
Loss of usable emails
1,965
23.5%
Actually usable emails
6,413
37.4%
Price per 1,000 usable emails
9.24€

Performance by Region

Location
Based on 20,000 emails
Database (at least one email found by one of the solutions)
Emails actually usable
Rate
USA
9,800
8,395
3,573
42.6%
Europe
9,700
8,309
2,865
34.5%
including France
2,500
2,141
725
33.8%
Worldwide
500
428
168
39.3%
Total
20,000
17,132
6,413
37.4%

Datagma Summary – 2025 Email Finder & Enrichment Comparison

Datagma’s data origins remain unclear, relying on acquired and compiled external datasets of undisclosed provenance.


In our 20,000-test benchmark, performance was heavily impacted by data quality issues.


A total of 23.5% of emails were unusable, broken down into:  

  • 10.6% hard bounces
  • 12.8% domain errors

⚠️ This high unusable rate raises legitimate questions about the reliability and compliance of Datagma’s enrichment process.

Datagma Final Assessment – Performance, Accuracy & Cost

  • Actual enrichment rate: 37.4%
  • Unusable email rate: 23.5%
  • Cost per 1,000 usable emails: €9.24

Overall, while Datagma offers results at a low nominal cost, the 23.5% unusable email rate significantly reduces its practical value and raises doubts about its effectiveness in large-scale B2B lead generation.

Dropcontact – Proprietary Email Finder Engine: 2025 Performance Leader

In our 20,000 real-world test benchmark, Dropcontact ranked first overall for both the quantity of valid emails found and the quality of enrichment data.

Its proprietary engine consistently delivered the highest accuracy and freshest results in the entire study.

Dropcontact General Overview – 2025 Email Finder & Enrichment Tool

Dropcontact is a French company founded in 2019 in Paris.  
According to its LinkedIn profile, the company operates with a team of around 15 employees.


Within our 2025 Ultimate Email Finder & Enrichment Comparison, Dropcontact was analyzed for enrichment performance, scalability, and accuracy.

Dropcontact Target Audience & Use Cases

  • B2B professionals and companies seeking accurate and up-to-date enrichment data

Dropcontact focuses exclusively on B2B enrichment, positioning itself as a solution for Sales teams, Marketing operations, and automation workflows.

Dropcontact Email Finder Accessibility

  • Individual contact or company search
  • Contact file upload
  • API access
  • Google Sheets add-on
  • MCP access
  • Native integrations include HubSpot, Pipedrive, n8n, Make, Zapier, and more

👉 These powerful and high-performing integrations make Dropcontact directly usable within existing CRM and marketing workflows.

Dropcontact Pricing Model – 2025 Email Finder Subscription Plans

Dropcontact pricing follows a pay-per-email-found model, available with monthly or annual subscriptions.  
In our benchmark, the plans are:  

  • €29/month for 500 emails
  • €79/month for 4,000 emails
  • €199/month for 11,000 emails
  • €399/month for 20,000 emails

All pricing tiers include Dropcontact’s highly performant email validation system, with the exclusive ability to validate or invalidate catch-all domain addresses.  

An additional option is available to automatically process and update changes in company information (such as job moves, new company domains, or role changes), ensuring that enriched data remains fresh and up to date.  

This positions Dropcontact as a solution balancing scalability, cost-effectiveness, and advanced data reliability.

Dropcontact Data Enrichment Method & Sources

Unlike most competitors, Dropcontact has developed proprietary algorithms to generate and verify contact data in real time.


Its system is based on:  

  • Proprietary enrichment algorithms
  • Internal verification mechanisms

This approach ensures that enrichment quality and freshness are not dependent on third-party providers.

Dropcontact Key Concerns

  • Some professional sectors are excluded from Dropcontact’s search: Dropcontact does not find the emails of retailers and craftsmen.

Dropcontact Real-World Performance Results (20,000 Test Benchmark)

Variables
Number
Rate
Email search database
20,000
Database (at least one email found by one of the solutions)
17,132
100.0%
Raw emails*
9,584
55.9%
Hard Bounce
87
0.9%
Completely inconsistent domains
95
1.0%
Loss of usable emails
182
1.9%
Actually usable emails
9,402
54.9%
Price per 1,000 usable emails
20.00€

Performance by Region

Location
Based on 20,000 emails
Database (at least one email found by one of the solutions)
Emails actually usable
Rate
USA
9,800
8,395
4,429
52.8%
Europe
9,700
8,309
4,737
57.0%
including France
2,500
2,141
1,214
56.7%
Worldwide
500
428
81
18.8%
Total
20,000
17,132
9,402
54.9%

Dropcontact Summary – 2025 Email Finder & Enrichment Comparison

Dropcontact is an Email Finder powered by proprietary algorithmic technology, designed to deliver accurate and up-to-date professional contact data.


In our 20,000-test benchmark, Dropcontact consistently ranked among the most reliable solutions.  

While some bounces were observed in earlier versions of the tool, even after double verification, the solution has since been improved and reinforced to further minimize this risk.  

Unlike database-based solutions, Dropcontact’s real-time enrichment approach prevents the issue of data obsolescence and ensures information remains fresh.  


This model also provides a key compliance advantage: it is fully aligned with GDPR regulations, which apply to individuals living in Europe and prohibit the resale of stored personal data without the explicit consent of the individual concerned.

By not depending on external providers or static datasets, Dropcontact distinguishes itself from 99% of solutions on the market, offering a unique approach to email enrichment.

Dropcontact Final Assessment – Performance, Accuracy & Cost Assessment

  • Actual enrichment rate: 54.9%
  • Cost per 1,000 usable emails: €20.00
  • Strength: Proprietary algorithmic enrichment with advanced validation
  • Differentiator: Exclusive ability to validate catch-all domains and update company changes  

Overall, Dropcontact achieved the highest balance of accuracy, freshness, and cost-efficiency in our 2025 Email Finder & Enrichment Comparison, confirming its position as the performance leader of the study.

Enrow – Lightweight Email Finder Performance in the 2025 Comparative Study

We evaluated Enrow’s minimalistic enrichment approach as part of our 2025 Ultimate Email Finder & Enrichment Comparison to determine whether its streamlined design delivers consistent accuracy and value in real-world scenarios.

Enrow General Overview – 2025 Email Finder & Enrichment Tool

Enrow is a French company founded in 2023.
 
According to its LinkedIn profile, it currently operates with a very small team of 3 employees.

Within our 20,000-test benchmark, Enrow was analyzed for accuracy, scalability, and cost-effectiveness.

Enrow Target Audience & Use Cases

  • B2B professionals and companies

Enrow presents itself as a lightweight solution primarily designed for B2B use cases.

Enrow Email Finder Accessibility

  • Individual contact or company search
  • Contact file upload
  • API access
  • Integration with Zapier

These accessibility options allow Enrow to be connected to automation workflows and integrated into sales or marketing operations.

Enrow Pricing Model – 2025 Email Finder Subscription Plans

Enrow pricing is based on a pay-per-email-found model, with monthly or annual subscription plans.  
The tiers are:  

  • $29/month for 2,000 emails
  • $49/month for 5,000 emails
  • $199/month for 30,000 emails

Enrow Key Concerns

  • Significant domain error rate (5.8%), leading to misdirected emails and reduced campaign effectiveness
  • Hard bounces (2.3%)**, contributing to a total error rate of 8.1%
  • Unclear GDPR compliance, as we identified during the study a number of emails that appear to originate from pre-existing databases.  While this use seems limited in scope, it raises legitimate questions about transparency and regulatory compliance.

Enrow Real-World Performance Results (20,000 Test Benchmark)

Variables
Number
Rate
Email search database
20,000
Database (at least one email found by one of the solutions)
17,132
100.0%
Raw emails*
7,636
44.6%
Hard Bounce
176
2.3%
Completely inconsistent domains
446
5.8%
Loss of usable emails
662
8.1%
Actually usable emails
7,014
40.9%
Price per 1,000 usable emails
8.72€

Performance by Region

Location
Based on 20,000 emails
Database (at least one email found by one of the solutions)
Emails actually usable
Rate
USA
9,800
8,395
3,542
42.2%
Europe
9,700
8,309
3,337
40.2%
including France
2,500
2,141
908
42.4%
Worldwide
500
428
188
44.0%
Total
20,000
17,132
7,014
40.9%

Enrow Summary – 2025 Email Finder & Enrichment Performance

Enrow is positioned as an affordable Email Finder with a streamlined design.  
In our benchmark, it showed a total error rate of 8.1%, including 5.8% domain errors (emails reaching the wrong recipients) and 2.3% hard bounces.


During testing, we also identified some emails that appear to originate from pre-existing databases. While seemingly limited in scope, this raises legitimate questions about transparency and GDPR compliance.

Enrow Final Assessment – Accuracy, Error Rates & Cost (2025)

  • Actual enrichment rate: 40.9%
  • Domain error rate: 5.8%
  • Hard bounce rate: 2.3%
  • Total error rate: 8.1%
  • Cost per 1,000 usable emails: €8.72

FindThatLead – Single-Database Email Finder: 2025 Benchmark

Part of our Ultimate 2025 Email Finder Comparison, FindThatLead’s single-source database was tested for accuracy, compliance, and adaptability in B2B outreach.

FindThatLead General Overview

FindThatLead is a Spanish company founded in 2014 in Barcelona.  
According to their LinkedIn profile, they have 18 employees.

FindThatLead Target Audience & Use Cases

  • B2B

FindThatLead Email Finder Accessibility

  • Contact file upload
  • Single email search
  • Chrome extension
  • Integration with Zapier

FindThatLead Pricing Model (2025)

  • Pay-per-email-found model
  • Monthly or annual subscription
  • Plans:
    • €49/month for 2,000 emails
    • €99/month for unlimited emails

FindThatLead Data Enrichment Method

FindThatLead combines web scraping, simple pattern-based algorithms, and stored databases to find emails and enrich prospect data.

FindThatLead Data Sources

  • Public web scraping
  • Stored database

FindThatLead Key Risks & Limitations

  • Exceptionally high error rates, with 7.6% domain errors and 15.1% hard bounces, leading to a total of 22.7% invalid emails
  • Lowest effective enrichment rate of the entire study, at only 14.1% out of 20,000 tested searches
  • Severe reliability limitations, as this error level positions FindThatLead as the weakest performer in the 2025 Email Finder benchmark
  • Data obsolescence: Scraped web data may not be up-to-date
  • GDPR compliance: Data is stored in a database, raising potential concerns.

FindThatLead Results – 2025 Email Finder Benchmark

Variables
Number
Rate
Email search database
20,000
Database (at least one email found by one of the solutions)
17,132
100.0%
Raw emails*
3,152
18.4%
Hard Bounce
476
15.1%
Completely inconsistent domains
238
7.6%
Loss of usable emails
714
22.7%
Actually usable emails
2,438
14.2%
Price per 1,000 usable emails
39.43€

Performance by Region

Location
Based on 20,000 emails
Database (at least one email found by one of the solutions)
Emails actually usable
Rate
USA
9,800
8,395
1,265
15.1%
Europe
9,700
8,309
1,131
13.6%
including France
2,500
2,141
363
16.9%
Worldwide
500
428
85
19.9%
Total
20,000
17,132
2,438
14.2%

FindThatLead Summary – 2025 Email Finder & Enrichment Benchmark

FindThatLead offers an attractive pricing model, especially with its unlimited plan at €99/month.  
However, in our 20,000-contact benchmark, the results were among the weakest of all tested tools.  

Only 18.4% of emails were initially found, and after validation, just 14.2% proved usable.
The high domain error rate (7.6%) and hard bounce rate (15.1%) combine into a total error rate of 22.7%, the highest of the entire study.
This positions FindThatLead as the least reliable solution in the 2025 comparison.

FindThatLead Final Assessment – Performance, Accuracy & Cost

  • Actual enrichment rate: 14.2% (lowest in the study)
  • Domain error rate: 7.6%
  • Hard bounce rate: 15.1%
  • Total error rate: 22.7%
  • Cost per 1,000 usable emails: €39.43

Findymail -Friendly Email Finder: 2025 Performance & Limitations

In our 20,000 real-world tests, we examined Findymail’s enrichment capabilities for accuracy, transparency, and scalability in lead generation workflows.

Findymail General Overview

Findymail is a French company founded in 2022.  
According to their LinkedIn profile, they currently have 9 employees.

Findymail Target Audience & Use Cases

  • B2B professionals and companies

Findymail is positioned as a developer-friendly solution, often integrated into automation workflows and lead generation pipelines.

Findymail Email Finder Accessibility

  • Single contact search
  • Contact file upload
  • API access
  • Integrations with Zapier & Make
  • Dedicated Google Sheets add-on
  • Google Chrome extension

Findymail Pricing Model (2025)

  • Findymail pricing follows a pay-per-email-found model with monthly or annual subscriptions.
  • The tiers are:
    • $49/month for 1,000 emails
    • $99/month for 5,000 emails
    • $249/month for 15,000 emails

Findymail Data Enrichment Method

Findymail does not disclose precise details about its enrichment process, making it unclear whether the platform relies on proprietary methods or external sources.


This lack of transparency makes it difficult to evaluate how results are generated and how data freshness is ensured.

Findymail Data Sources

  • Undisclosed or unclear sources (possible reliance on databases, algorithms, or third-party providers)

Findymail Key Risks & Limitations

  • Opaque enrichment process, with no clear information on whether data is generated, stored, or purchased
  • Risk of data obsolescence, if external or static datasets are used
  • Unclear GDPR compliance, as it is impossible to determine whether explicit consent exists for stored personal data

Findymail Results – 2025 Email Finder Benchmark

Variables
Number
Rate
Email search database
20,000
Database (at least one email found by one of the solutions)
17,132
100.0%
Raw emails*
7,285
42.5%
Hard Bounce
78
1.1%
Completely inconsistent domains
376
5.2%
Loss of usable emails
454
6.2%
Actually usable emails
6,831
39.9%
Price per 1,000 usable emails
17.20€

Performance by Region

Location
Based on 20,000 emails
Database (at least one email found by one of the solutions)
Emails actually usable
Rate
USA
9,800
8,395
3,531
42.1%
Europe
9,700
8,309
3,215
38.7%
including France
2,500
2,141
820
38.3%
Worldwide
500
428
163
38.0%
Total
20,000
17,132
6,831
39.9%

Findymail Summary – 2025 Email Finder & Enrichment Comparison

Findymail provides a variety of tools for email lookup and integrations that are useful for lead generation workflows.

However, in our 20,000-contact benchmark, only 6,831 emails were usable, resulting in an actual enrichment rate of 39.9%.

Performance was further limited by an error rate of 6.2% (including both domain errors and hard bounces).  
In addition, data sourcing methods are not disclosed, making it difficult to fully assess reliability, freshness, and GDPR compliance.

Findymail Final Assessment – Accuracy & Cost

  • Actual enrichment rate: 39.9%
  • Total error rate: 6.2%
  • Cost per 1,000 usable emails: €17.20

FullEnrich – Multi-Source Email Enrichment Cascade: 2025 Reliability Review

FullEnrich claims to leverage a cascade of over twenty different data sources for enrichment. In our 20,000 real-world test benchmark, we evaluated its accuracy, consistency, and overall performance against 14 competitors.

FullEnrich General Overview

FullEnrich is a French company founded in 2024.

According to their LinkedIn profile, they have 15 employees.

FullEnrich Target Audience & Use Cases

  • B2B professionals and companies

FullEnrich markets itself as a scalable enrichment solution for sales and marketing operations.

FullEnrich Email Finder Accessibility

  • Contact file upload
  • API access
  • Integrations with Zapier, Make, n8n and Clay

FullEnrich Pricing Model (2025)

  • Pay-per-email-found model
  • Available with monthly, annual, or one-time payment plans
  • Pricing tiers:
    • €29/month for 500 emails
    • €55/month for 1,000 emails
    • €1,150/month for 25,000 emails

FullEnrich Data Enrichment Method

FullEnrich operates through an email waterfall system, sequentially querying +20 partner providers until a result is found.  
These partners include solutions such as Datagma, Wiza, Hunter, PeopleDataLabs, Clearbit, and others.

Like BetterContact, FullEnrich does not generate its own enrichment but rather connects to multiple third-party sources.
Its results are therefore entirely dependent on the quality and continuity of these external providers.

FullEnrich Data Sources

  • Partner Email Finders, which themselves rely on:
    • Stored databases
    • LinkedIn scraping
    • Algorithms
    • Pattern-based search

FullEnrich Key Risks & Limitations

  • Strong dependency on 20 third-party providers, with performance automatically dropping if a partner service is removed
  • No proprietary enrichment engine, as FullEnrich only connects existing providers rather than generating data itself
  • GDPR compliance risks, since FullEnrich cannot guarantee that all 20 providers in its waterfall are truly compliant.
    It only takes one non-compliant provide (despite claims to the contrary) for the entire waterfall process to lose GDPR compliance for European targets. ⚠️

FullEnrich Results – 2025 Email Finder Benchmark

Variables
Number
Rate
Email search database
20,000
Database (at least one email found by one of the solutions)
17,132
100.0%
Raw emails*
9,765
57.0%
Hard Bounce
349
3.6%
Completely inconsistent domains
1,146
11.7%
Loss of usable emails
1,495
15.3%
Actually usable emails
8,270
48.3%
Price per 1,000 usable emails
58.89€

Performance by Region

Location
Based on 20,000 emails
Database (at least one email found by one of the solutions)
Emails actually usable
Rate
USA
9,800
8,395
4,028
48.0%
Europe
9,700
8,309
4,018
48.4%
including France
2,500
2,141
1,033
48.3%
Worldwide
500
428
219
51.1%
Total
20,000
17,132
8,270
48.3%

FullEnrich Summary – 2025 Email Finder & Enrichment Benchmark

FullEnrich is a well-designed product, even receiving recognition on Product Hunt for its interface and positioning.  
In our 20,000-contact benchmark, however, the loss of usable emails remained significant at 15.3%, highlighting issues with accuracy and reliability.

The email waterfall model introduces additional risks, since FullEnrich depends on the practices of its 20 partner providers.  
If even one of these providers is not fully GDPR compliant, the entire waterfall process may lose compliance for European targets.  
Some of the partner sources also appear to rely on public databases or less reliable methods, further affecting data quality.

Finally, while FullEnrich aggregates multiple providers into a single interface, the concept itself raises questions:  
with the rise of vibe coding tools, automation platforms like n8n, and AI orchestration, does FullEnrich really maintain a strong barrier to entry in 2025?

FullEnrich Final Assessment – Performance & Cost

  • Actual enrichment rate: 48.3%
  • Loss of usable emails: 15.3%
  • Cost per 1,000 usable emails: €58.89
    • This is the most expensive solution in the 15-tool benchmark,
    • 23% more costly than the second most expensive provider.
  • However, FullEnrich also delivers phone numbers in addition to emails — a feature only shared with BetterContact among the compared solutions.

GetEmail – Database-Powered Email Finder: 2025 Strengths & Weaknesses

We analyzed GetEmail’s database-driven enrichment engine to assess performance, coverage, and accuracy across different global markets.

GetEmail General Overview

GetEmail is a French company founded in 2016.
According to their LinkedIn profile, they have 20 employees.

GetEmail Target Audience & Use Cases

  • B2B professionals and companies

GetEmail Email Finder Accessibility

  • Contact file upload
  • API access
  • Integrations with Make, Zapier, etc.

GetEmail Pricing Model (2025)

  • Pay-per-email-found model
  • Monthly subscription only
  • Pricing tiers:
    • $49/month for 300 emails
    • $99/month for 1,000 emails
    • $149/month for 2,000 emails
    • $399/month for 10,000 emails

GetEmail Data Enrichment Method

GetEmail relies on real-time web scraping and pattern deduction.

The tool scans millions of websites to detect email formats (e.g., firstname@company.com) and then generates potential addresses for all employees at a given company.

This means that many results are not retrieved from an actual database but rather deduced, which can significantly affect accuracy.

GetEmail Data Sources

  • Real-time web crawling
  • Pattern-based deduction

GetEmail Key Risks & Limitations

  • No email verification process, meaning that generated addresses may not actually exist
  • High risk of inaccuracies, since many emails are inferred rather than confirmed
  • Limited reliability, as scraping public sources does not guarantee freshness or completeness of data

GetEmail Results – 2025 Email Finder Benchmark

Variables
Number
Rate
Email search database
20,000
Database (at least one email found by one of the solutions)
17,132
100.0%
Raw emails*
11,363
66.3%
Hard Bounce
525
4.6%
Completely inconsistent domains
2,552
22.5%
Loss of usable emails
3,077
27.1%
Actually usable emails
8,286
48.4%
Price per 1,000 usable emails
26.48€

Performance by Region

Location
Based on 20,000 emails
Database (at least one email found by one of the solutions)
Emails actually usable
Rate
USA
9,800
8,395
3,917
46.7%
Europe
9,700
8,309
4,042
48.6%
including France
2,500
2,141
1,083
50.6%
Worldwide
500
428
373
87.0%
Total
20 000
17,132
8,286
48.4%

GetEmail Summary – 2025 Email Finder & Enrichment Benchmark

GetEmail delivered a relatively strong raw enrichment rate of 48.4% in our benchmark, which initially positions it above several other solutions.
 
However, it also recorded the highest number of unusable emails across the entire study, with 3,077 incorrect addresses (27.1%).

This very high error level generates a direct financial overcost, since an external verification layer is almost mandatory to clean results before use. In addition, the hard bounce rate can progressively damage domain deliverability, reducing the chances of reaching inboxes over time.

Finally, because a significant number of generated addresses do not match the intended targets, cold email campaigns risk producing poor engagement and disappointing results.

GetEmail Final Assessment – Accuracy & Cost

  • Actual enrichment rate: 48.4%
  • Unusable emails: 3,077 (27.1%)
  • Cost per 1,000 usable emails: €26.48

GetProspect – Database-Powered Email Finder: 2025 Comparative Performance

Within our Ultimate Email Finder & Enrichment Benchmark, we evaluated GetProspect’s accuracy, pricing, and data sourcing strategies to assess its readiness for sales operations.

GetProspect General Overview

GetProspect is a Ukrainian company founded in 2016.
According to their LinkedIn profile, they have 6 employees.

GetProspect Target Audience & Use Cases

  • B2B professionals and companies

GetProspect Email Finder Accessibility

  • Contact file upload
  • Single contact/company search
  • Google Chrome extension
  • API access
  • Integrations with Make, Zapier, Google Sheets, etc.

GetProspect Pricing Model (2025)

  • Pay-per-email-found model
  • Available via monthly or annual subscription
  • Pricing tiers:
    • $49/month for 1,000 emails
    • $99/month for 5,000 emails
    • $199/month for 20,000 emails
    • $399/month for 50,000 emails

GetProspect Data Enrichment Method

GetProspect operates a large nominative database containing:

  • 230 million professional emails
  • 26 million international companies
  • 130 million phone numbers

GetProspect Data Sources

  • Internal databases
  • Real-time web crawling (claimed)

GetProspect Key Risks & Limitations

  • Potential data obsolescence, as static records may become outdated quickly
  • Transparency concerns, with limited clarity on how its datasets are continuously updated or verified
  • GDPR compliance risks, since nominative data storage and resale are not clearly linked to user consent

GetProspect Results – 2025 Email Finder Benchmark

Variables
Number
Rate
Email search database
20,000
Database (at least one email found by one of the solutions)
17,132
100.0%
Raw emails*
5,440
31.8%
Hard Bounce
451
8.3%
Completely inconsistent domains
519
9.5%
Loss of usable emails
970
17.8%
Actually usable emails
4,470
26.1%
Price per 1,000 usable emails
11.73€

Performance by Region

Location
Based on 20,000 emails
Database (at least one email found by one of the solutions)
Emails actually usable
Rate
USA
9,800
8,395
2,600
31.0%
Europe
9,700
8,309
1,922
23.1%
including France
2,500
2,141
498
23.2%
Worldwide
500
428
147
34.4%
Total
20,000
17,132
4,470
26.1%

GetProspect Summary – 2025 Email Finder & Enrichment Benchmark

GetProspect delivered a relatively low enrichment rate in our benchmark compared to other solutions.  
Out of the 20,000 tested searches, only 26.1% of emails were usable, reflecting one of the weakest scores in the study.  

Additionally, 17.8% of results were unusable due to a mix of hard bounces and invalid domains, which undermines reliability.

This level of error not only reduces efficiency but also creates a risk of increased costs (through the need for additional verification) and weaker performance in cold outreach campaigns.

GetProspect Final Assessment – Accuracy & Cost

  • Actual enrichment rate: 26.1%
  • Unusable emails: 17.8% (hard bounces + invalid domains)
  • Cost per 1,000 usable emails: €11.73

Hunter.io – Scraping-Based Email Finder: 2025 Accuracy, Compliance & ROI

Hunter.io’s web scraping technology, combined with its structured datasets, was tested for deliverability, compliance, and cost-effectiveness across multiple geographies.

Hunter.io General Overview

Hunter.io was founded in 2015 by two French entrepreneurs, and is often considered one of the pioneers of the Email Finder industry.  
The company’s headquarters are now located in Delaware, USA.
According to their LinkedIn profile, they currently have 33 employees.

Hunter.io Target Audience & Use Cases

  • B2B professionals and companies

Hunter.io Email Finder Accessibility

  • Single search (contact name or company search)
  • CSV or Excel contact file upload
  • API access
  • Google Sheets add-on
  • Integrations with 20+ solutions (Zapier, Make, Pipedrive, Clay, etc.)

Hunter.io Pricing Model (2025)

  • Pay-per-email-found model
  • Monthly or annual subscription
  • Pricing tiers:
    • €49/month for 1 000 emails
    • €149/month for 10,000 emails
    • €299/month for 25,000 emails

Hunter.io Data Enrichment Method

Hunter.io claims to operate a database of 117 million professional emails, continuously fed by scraping 90 million web pages per day.  
It also uses email pattern deduction (e.g., firstname.lastname@company.com) to generate new contacts.

Hunter.io Data Sources

  • Public web data
  • Large-scale web scraping
  • Email domain pattern deduction

Hunter.io Key Risks & Limitations

  • Data obsolescence risks, since scraped emails and domains may quickly become outdated
  • High dependency on scraping, which may reduce accuracy in industries with fewer publicly exposed emails
  • GDPR compliance concerns, as it is unclear whether 117 million individuals ever gave explicit consent for their personal data to be stored and resold

Hunter.io Results – 2025 Email Finder Benchmark

Variables
Number
Rate
Email search database
20,000
Database (at least one email found by one of the solutions)
17,132
100.0%
Raw emails*
6,665
38.9%
Hard Bounce
744
11.2%
Completely inconsistent domains
351
5.3%
Loss of usable emails
1.095
16.4%
Actually usable emails
5,570
32.5%
Price per 1,000 usable emails
35.73€

Performance by Region

Location
Based on 20,000 emails
Database (at least one email found by one of the solutions)
Emails actually usable
Rate
USA
9,800
8,395
3,129
37.3%
Europe
9,700
8,309
2,487
29.9%
including France
2,500
2,141
642
30.0%
Worldwide
500
428
125
29.1%
Total
20,000
17,132
5,570
32.5%

Hunter.io Summary – 2025 Email Finder & Enrichment Benchmark

Hunter.io is one of the pioneers in the Email Finder industry, operating with a large database of 117+ million professional emails.

It is also one of the very few solutions in this benchmark to openly acknowledge its reliance on large-scale web scraping, whereas many competitors use similar practices without explicitly stating it.  

In our benchmark, however, data quality issues emerged:

  • 11.2% hard bounces
  • 5.3% invalid domains

This led to a total of 5,570 usable emails out of 20,000 tested, limiting its reliability for sustained outreach.

Note: With the mass adoption of AI-driven scraping, it remains uncertain whether Hunter.io’s current approach will still be as reliable in the coming months or years.


That said, as a long-time pioneer in email enrichment with years of experience and domain expertise, Hunter.io is likely to continue refining its methods and adapting its strategy to stay competitive in the AI era.

Hunter.io Final Assessment – Accuracy & Cost

  • Actual enrichment rate: 32.5%
  • Hard bounce rate: 11.2%
  • Domain error rate: 5.3%
  • Total error rate: 16.4%
  • Cost per 1,000 usable emails: €35.73

Icypeas – Email Enrichment Service: 2025 Viability Test

We tested Icypeas’ enrichment approach to see whether its results align with or fall short of the accuracy levels observed in other solutions from our 2025 Ultimate Email Finder & Enrichment Comparison.

Icypeas General Overview

Icypeas is a French company founded in 2022.
According to their LinkedIn profile, they have 4 employees.

Icypeas Target Audience & Use Cases

  • B2B
  • B2C with support for consumer domains such as @hotmail.com and @gmail.com

Icypeas Email Finder Accessibility

  • Single search (contact or company)
  • Contact file upload
  • API access
  • Google Sheets add-on
  • Chrome extension
  • Integrations with Zapier and Make

Icypeas Pricing Model (2025)

  • Pay-per-email-found model
  • Monthly or annual subscription
  • Pricing tiers:
    • €15/month for 1,000 emails
    • €30/month for 4,000 emails
    • €60/month for 10,000 emails
    • €250/month for 100,000 emails

Icypeas Data Enrichment Method

Unlike many competitors, Icypeas does not rely on pre-stored databases.  
Instead, the platform works in real time by pinging open sources such as:  

  • Public web pages
  • SMTP servers
  • DNS servers  

This method is designed to generate fresh results, but its effectiveness depends heavily on the availability and accuracy of these open signals.

Icypeas Data Sources

  • Web pages and public online content
  • SMTP servers
  • DNS servers

Icypeas Key Risks & Limitations

  • Data obsolescence
  • Variable accuracy: While real-time pings to web pages, SMTP, and DNS servers can provide fresh results, this method often produces inconsistent accuracy. Without a stored dataset to cross-check, there is a higher risk of false positives or unusable emails.
  • Lack of verification depth: The absence of historical or proprietary reference databases limits Icypeas’ ability to validate results over time, making its reliability highly dependent on the quality of open-source signals available at the moment of the request.
  • Opaque filtering logic: Icypeas does not disclose how it filters out invalid or temporary addresses, leaving users uncertain about the true deliverability of the provided emails.

Icypeas Results – 2025 Email Finder Benchmark

Variables
Number
Rate
Email search database
20,000
Database (at least one email found by one of the solutions)
17,132
100.0%
Raw emails*
5,808
33.9%
Hard Bounce
59
1.0%
Completely inconsistent domains
336
5.8%
Loss of usable emails
395
6.8%
Actually usable emails
5,413
31.6%
Price per 1,000 usable emails
8.13€

Performance by Region

Location
Based on 20,000 emails
Database (at least one email found by one of the solutions)
Emails actually usable
Rate
USA
9,800
8,395
2,885
34.4%
Europe
9,700
8,309
2,488
29.9%
including France
2,500
2,141
649
30.3%
Worldwide
500
428
152
35.5%
Total
20,000
17,132
5,413
31.6%

Icypeas Summary – 2025 Email Finder & Enrichment Benchmark

Icypeas positions itself as an affordable Email Finder, delivering a usable enrichment rate of 31.6% in our benchmark.

Its real-time ping approach (web pages, SMTP, DNS) ensures data that is fresh and directly queried from open sources, but this method can lead to variability in coverage and consistency compared to database-driven competitors.  

Overall, the results confirm that while emails provided are generally valid, the lower enrichment rate limits the volume of usable contacts for large-scale outreach campaigns.

Icypeas Final Assessment – Accuracy & Cost

  • Actual enrichment rate: 31.6%
  • Cost per 1,000 usable emails: €8.13

LeadMagic – Email Enrichment Solution: 2025 Performance Breakdown

LeadMagic was analyzed to assess its position in accuracy, coverage, and compliance within our 2025 Ultimate Email Finder & Enrichment Comparison.

LeadMagic General Overview

LeadMagic is an American company founded in 2022.  
According to their LinkedIn profile, they have 9 employees.

LeadMagic Target Audience & Use cases

  • B2B professionals and companies

LeadMagic Email Finder Accessibility

  • Single contact search
  • Contact file upload
  • API access
  • Integrations with Zapier, Clay, and Salesforce

LeadMagic Pricing Model (2025)

  • Pay-per-email-found model
  • Available via monthly subscription
  • Pricing tiers:
    • $99/month for 10,000 emails
    • $259,99/month for 30,000 emails

LeadMagic Data Enrichment Method

LeadMagic relies on a proprietary database, which is continuously enriched by combining multiple external and user-provided inputs.

This allows the platform to maintain a large nominative dataset that supports its email finder capabilities, but also raises questions about freshness and compliance.

LeadMagic Data Sources

  • Licensed data from third-party providers
  • Publicly available information
  • User-contributed data collected during platform usage
  • Information gathered from public websites and directories
  • Business registries and public records
  • Social media platforms and professional networks

LeadMagic Key Risks & Limitations

  • Transparency issues, with limited visibility into how third-party licensed data is sourced
  • Data obsolescence, as static or purchased records may quickly lose accuracy
  • Potential resale of customer data, since user-contributed information is added to the shared dataset
  • GDPR compliance concerns, because nominative data storage requires explicit consent from individuals

LeadMagic Results – 2025 Email Finder Benchmark

Variables
Number
Rate
Email search database
20,000
Database (at least one email found by one of the solutions)
17,132
100.0%
Raw emails*
4,616
26.9%
Hard Bounce
489
10.6%
Completely inconsistent domains
247
5.4%
Loss of usable emails
736
15.9%
Actually usable emails
3,880
22.6%
Price per 1,000 usable emails
10.51€

Performance by Region

Location
Based on 20,000 emails
Database (at least one email found by one of the solutions)
Emails actually usable
Rate
USA
9,800
8,395
2,267
27.0%
Europe
9,700
8,309
1,661
20.0%
including France
2,500
2,141
424
19.8%
Worldwide
500
428
132
30.9%
Total
20,000
17,132
3,880
22.6%

LeadMagic Summary – 2025 Email Finder & Enrichment Benchmark

LeadMagic showed an actual enrichment rate of 21.4% across 20,000 tested contacts.  
Additionally, 4.2% of the collected emails were unusable, primarily due to hard bounces and invalid domains.

This error level generates a financial overcost, as a secondary verification process becomes highly recommended to secure campaign results.  
It may also affect domain deliverability over time, while reducing the effectiveness of cold outreach campaigns if messages are sent to invalid or misattributed contacts.

LeadMagic Final Assessment – Accuracy & Cost

  • Actual enrichment rate: 22.6%
  • Unusable emails: 15.9% (hard bounces + invalid domains)
  • Cost per 1,000 usable emails: €10.51

VoilaNorbert – Database-Based Email Finder: 2025 Reliability & Speed Review

We assessed VoilaNorbert’s simplicity and speed in our 20,000-test benchmark to determine its reliability for large-scale outreach campaigns.

VoilaNorbert General Overview

VoilaNorbert was originally created in 2015 by two French entrepreneurs before being acquired by a U.S.-based company in Texas.

According to their LinkedIn profile, they have 12 employees.

VoilaNorbert Target Audience & Use Cases

  • B2B professionals and companies

VoilaNorbert Email Finder Accessibility

  • Single contact search
  • Contact file upload
  • API access
  • Google Sheets add-on
  • Chrome extension
  • Integrations with Zapier, Pipedrive, HubSpot, etc.

VoilaNorbert Pricing Model (2025)

  • Pay-per-email-found model
  • Monthly or annual subscription
  • Pricing tiers:
    • $49/month for 1,000 emails
    • $99/month for 5,000 emails
    • $249/month for 15,000 emails
    • $499/month for 50,000 emails

VoilaNorbert Data Enrichment Method

VoilaNorbert provides emails through its proprietary internal database, primarily populated by:  

  • Customer-imported data** when using the platform
  • Data collected from “other organizations” (origin not specified)

VoilaNorbert Data Sources

  • User-imported data into Norbert
  • Stored data within VoilaNorbert’s proprietary database

VoilaNorbert Key Risks & Limitations

  • Potential resale of customer data, as user-imported information may be added to the shared database
  • Data obsolescence, since stored records can quickly become outdated without live verification
  • GDPR compliance concerns, as nominative data storage requires explicit user consent

VoilaNorbert Results – 2025 Email Finder Benchmark

Variables
Number
Rate
Email search database
20,000
Database (at least one email found by one of the solutions)
17,132
100.0%
Raw emails*
5,341
31.2%
Hard Bounce
734
13.7%
Completely inconsistent domains
469
8.8%
Loss of usable emails
1,203
22.5%
Actually usable emails
4,138
24.2%
Price per 1,000 usable emails
20.88€

Performance by Region

Location
Based on 20,000 emails
Database (at least one email found by one of the solutions)
Emails actually usable
Rate
USA
9,800
8,395
2,219
26.4%
Europe
9,700
8,309
1,892
22.8%
including France
2,500
2,141
540
25.2%
Worldwide
500
428
122
28.4%
Total
20,000
17,132
4,138
24.2%

VoilaNorbert Summary – 2025 Email Finder & Enrichment Benchmark

VoilaNorbert showed an actual enrichment rate of 24.2% in our 20,000-test benchmark.  
Among the results, 22.5% of the collected emails were unusable, mainly due to hard bounces and invalid domains.  

This level of error can directly impact the effectiveness of cold outreach campaigns, as bounced or misattributed contacts reduce both deliverability and response potential.

VoilaNorbert Final Assessment – Accuracy & Cost

  • Actual enrichment rate: 24.2%
  • Unusable emails: 22.5% (hard bounces + invalid domains)
  • Cost per 1,000 usable emails: €20.88

ABOUT THE AUTHOR

Denis Cohen, Founder and CEO of Dropcontact

Denis Cohen founded the research and survey institute Atoo Research Institute (Atoo Etudes). After 3.5 years in operation, Atoo won a $11 million government contract through a competitive public tender with INPES (France's National Institute for Prevention and Health Education) to conduct a series of national public health studies.

The first of these studies, the 2005 National Health Barometer (Barometre Sante 2005), remains one of the most ambitious surveys ever conducted in France: 30,514 respondents surveyed, 192 interviewers, 47 expert researchers and statisticians mobilized (INSERM, INED, InVS, Penn State University, Universite du Quebec a Montreal), fieldwork monitored daily by an independent organization (OCRD). Results published by Editions INPES (ISBN 978-2-9161-9201-7).

This large-scale applied research experience is the foundation of this benchmark's methodological approach: published protocol, 20,000-contact sample (the largest in the industry worldwide), verification by actual sending, full reproducibility.

LinkedIn Denis Cohen - CEO Dropcontact

Conclusion

This study will be updated in S2 2026 based on email enrichment research on more than 50,000 contacts