Head-to-head · B2B data

Findymail vs People Data Labs

People Data Labs wins 15 of 27 decided metrics across 3 shared suites; the loser still leads where its column is highlighted. Same frozen test sets, same run; the better value in each row is highlighted.

Findymail

Work-email finder and verifier focused on deliverability, with United States phone finding; commonly paired with LinkedIn / Sales Navigator workflows.

★ 4.9 · 64 reviewsA

Access: MCP · API · CSV · Webhooks · Integrations

People Data Labs

Dataset-first people, company and job-posting data: search / enrichment APIs, batch CSV enrichment and licensed datasets.

★ 4.3 · 17 reviewsB

Access: API · CSV · Dataset · Batch · Integrations

Email Datacore + suite-specific metrics

updated 2026-09-25

Metric	Findymail · #2 of 29	People Data Labs · #20 of 29
Match rate	86.7%	69.4%
Valid email rate	67.3%	52.9%
Latency p50	1,727ms	672ms
Cost / valid email	$0.020	$0.654
Invalid rate	1.9%	11.8%
Catch-all share	28.8%	35.3%
Business email	100.0%	100.0%
Right-person rate	98.1%	100.0%
Decoy hit rate	20.0%	0.0%
Catch-all detection	-	-
Confidence-score quality	-	-
Geographic coverage	9	9

Phone Datacore + suite-specific metrics

updated 2026-09-25

Metric	Findymail · #8 of 24	People Data Labs · #15 of 24
Match rate	51.0%	59.2%
Valid / reachable rate	100.0%	89.7%
Latency p50	1,910ms	672ms
Cost / mobile number	$0.145	$0.511
Right-person rate	95.5%	82.6%
Mobile coverage	46.9%	46.9%
Disconnected rate	0.0%	0.0%
Low-activity share	0.0%	10.3%
Landline / mobile classification	100.0%	100.0%
Country accuracy	84.0%	79.3%
Geographic coverage	6	7

People Datacore + suite-specific metrics

updated 2026-09-25

Metric	Findymail · not measured	People Data Labs · #13 of 24
Profile match rate	-	95.9%
Identity accuracy	-	95.7%
Latency p50	-	672ms
Price / matched profile	-	$0.240
Current employer accuracy	-	93.6%
Move detection	-	40.0%
Decoy hit rate	-	0.0%
Job title accuracy	-	80.9%
Seniority label accuracy	-	65.8%
Location accuracy	-	93.6%
Work history completeness	-	7.7
Education completeness	-	95.7%
Skills present	-	89.4%
Social / profile URLs	-	95.7%
Coverage by geo / function / seniority	-	66.7%

Company Datacore + suite-specific metrics

updated 2026-09-25

Metric	Findymail · #18 of 23	People Data Labs · #8 of 23
Domain-to-company match rate	98.0%	100.0%
Company name accuracy	92.9%	95.6%
Latency p50	1,168ms	524ms
Price / matched company	$0.013	$0.075
Industry accuracy	73.5%	80.0%
Employee count ±20%	0.0%	16.7%
HQ / location accuracy	80.6%	75.6%
Description present	92.9%	97.8%
Founding year accuracy	0.0%	64.4%
Domains / social profiles	98.0%	100.0%
Coverage by country / size	90.0%	100.0%

Technographic Datacore + suite-specific metrics

updated 2026-09-25

Metric	Findymail · #9 of 10	People Data Labs · not measured
Coverage	39.0%	-
Detection accuracy	40.5%	-
Latency p50	807ms	-
Cost / lookup	$0.034	-
Live stack recall	6.6%	-
Technologies per domain	8	-
Dated results	100.0%	-
Coverage by geo / size	0.0%	-

Questions about Findymail vs People Data Labs

Which is better, Findymail or People Data Labs?

People Data Labs wins 15 of the 27 metrics decided between them, across 3 benchmarks that measured both. Leaderboard ranks: Email Data: Findymail #2 of 29, People Data Labs #20 of 29; Phone Data: Findymail #8 of 24, People Data Labs #15 of 24; Company Data: Findymail #18 of 23, People Data Labs #8 of 23.

Which is cheaper, Findymail or People Data Labs?

Measured on the list price of each provider's central self-serve pack, divided by what it actually returned: Email Data, cost per valid email: Findymail $0.020, People Data Labs $0.654; Phone Data, cost per mobile number: Findymail $0.145, People Data Labs $0.511; Company Data, price per matched company: Findymail $0.013, People Data Labs $0.075.

How do Findymail and People Data Labs compare in user reviews?

Findymail holds 4.9 / 5 across 64 reviews on G2 and Capterra; People Data Labs holds 4.3 / 5 across 17 reviews on G2. Ratings belong to their platforms and play no part in the benchmark grades.

How can you get data out of Findymail and People Data Labs?

Findymail offers an MCP server, an API, CSV export, webhooks and native integrations; People Data Labs offers an API, CSV export, dataset delivery, batch endpoints and native integrations. Both offer an API, CSV export and native integrations.