Head-to-head · B2B data

Enrich.so vs People Data Labs

People Data Labs wins 19 of 30 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.

Enrich.so

Credit-based enrichment API for work emails, phone numbers and reverse email lookup to a professional profile, with a lead finder and an MCP server.

No public reviews

Access: MCP · API · CSV · Batch · Webhooks

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	Enrich.so · #11 of 29	People Data Labs · #20 of 29
Match rate	68.3%	69.4%
Valid email rate	75.6%	52.9%
Latency p50	3,302ms	672ms
Cost / valid email	$0.0040	$0.654
Invalid rate	0.0%	11.8%
Catch-all share	24.4%	35.3%
Business email	100.0%	100.0%
Right-person rate	95.1%	100.0%
Decoy hit rate	20.0%	0.0%
Catch-all detection	100.0%	-
Confidence-score quality	+62.5 pts	-
Geographic coverage	10	9

Phone Datacore + suite-specific metrics

updated 2026-09-25

Metric	Enrich.so · #17 of 24	People Data Labs · #15 of 24
Match rate	46.9%	59.2%
Valid / reachable rate	82.6%	89.7%
Latency p50	1,277ms	672ms
Cost / mobile number	$0.190	$0.511
Right-person rate	89.5%	82.6%
Mobile coverage	36.7%	46.9%
Disconnected rate	0.0%	0.0%
Low-activity share	17.4%	10.3%
Landline / mobile classification	-	100.0%
Country accuracy	91.3%	79.3%
Geographic coverage	5	7

People Datacore + suite-specific metrics

updated 2026-09-25

Metric	Enrich.so · #18 of 24	People Data Labs · #13 of 24
Profile match rate	13.3%	95.9%
Identity accuracy	100.0%	95.7%
Latency p50	3,326ms	672ms
Price / matched profile	$0.0060	$0.240
Current employer accuracy	50.0%	93.6%
Move detection	-	40.0%
Decoy hit rate	0.0%	0.0%
Job title accuracy	50.0%	80.9%
Seniority label accuracy	-	65.8%
Location accuracy	75.0%	93.6%
Work history completeness	1.0	7.7
Education completeness	50.0%	95.7%
Skills present	62.5%	89.4%
Social / profile URLs	100.0%	95.7%
Coverage by geo / function / seniority	0.0%	66.7%

Company Datacore + suite-specific metrics

updated 2026-09-25

Metric	Enrich.so · not in suite	People Data Labs · #8 of 23
Domain-to-company match rate	-	100.0%
Company name accuracy	-	95.6%
Latency p50	-	524ms
Price / matched company	-	$0.075
Industry accuracy	-	80.0%
Employee count ±20%	-	16.7%
HQ / location accuracy	-	75.6%
Description present	-	97.8%
Founding year accuracy	-	64.4%
Domains / social profiles	-	100.0%
Coverage by country / size	-	100.0%

Questions about Enrich.so vs People Data Labs

Which is better, Enrich.so or People Data Labs?

People Data Labs wins 19 of the 30 metrics decided between them, across 3 benchmarks that measured both. Leaderboard ranks: Email Data: Enrich.so #11 of 29, People Data Labs #20 of 29; Phone Data: Enrich.so #17 of 24, People Data Labs #15 of 24; People Data: Enrich.so #18 of 24, People Data Labs #13 of 24.

Which is cheaper, Enrich.so 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: Enrich.so $0.0040, People Data Labs $0.654; Phone Data, cost per mobile number: Enrich.so $0.190, People Data Labs $0.511; People Data, price per matched profile: Enrich.so $0.0060, People Data Labs $0.240.

How do Enrich.so and People Data Labs compare in user reviews?

Enrich.so has no public reviews on G2, Capterra, TrustRadius or Trustpilot; 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 Enrich.so and People Data Labs?

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