Head-to-head · B2B data

LeadIQ vs People Data Labs

People Data Labs wins 15 of 29 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.

LeadIQ

Prospecting platform built around a Chrome extension: verified work emails and mobile numbers, people and company search with technographics, job-change tracking, a GraphQL API and an MCP connector on shared universal credits.

★ 4.2 · 1,269 reviewsB

Access: MCP · API · CSV · 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	LeadIQ · #17 of 29	People Data Labs · #20 of 29
Match rate	78.3%	69.4%
Valid email rate	61.7%	52.9%
Latency p50	682ms	672ms
Cost / valid email	$0.074	$0.654
Invalid rate	2.1%	11.8%
Catch-all share	34.0%	35.3%
Business email	100.0%	100.0%
Right-person rate	95.7%	100.0%
Decoy hit rate	0.0%	0.0%
Catch-all detection	0.0%	-
Confidence-score quality	+63.0 pts	-
Geographic coverage	8	9

Phone Datacore + suite-specific metrics

updated 2026-09-25

Metric	LeadIQ · #7 of 24	People Data Labs · #15 of 24
Match rate	83.7%	59.2%
Valid / reachable rate	82.9%	89.7%
Latency p50	680ms	672ms
Cost / mobile number	$0.600	$0.511
Right-person rate	78.3%	82.6%
Mobile coverage	63.3%	46.9%
Disconnected rate	0.0%	0.0%
Low-activity share	17.1%	10.3%
Landline / mobile classification	92.5%	100.0%
Country accuracy	80.5%	79.3%
Geographic coverage	8	7

People Datacore + suite-specific metrics

updated 2026-09-25

Metric	LeadIQ · 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	LeadIQ · #17 of 23	People Data Labs · #8 of 23
Domain-to-company match rate	95.3%	100.0%
Company name accuracy	98.4%	95.6%
Latency p50	306ms	524ms
Price / matched company	$0.136	$0.075
Industry accuracy	75.4%	80.0%
Employee count ±20%	23.4%	16.7%
HQ / location accuracy	77.0%	75.6%
Description present	100.0%	97.8%
Founding year accuracy	62.3%	64.4%
Domains / social profiles	98.4%	100.0%
Coverage by country / size	84.6%	100.0%

Technographic Datacore + suite-specific metrics

updated 2026-09-25

Metric	LeadIQ · #6 of 10	People Data Labs · not measured
Coverage	93.8%	-
Detection accuracy	51.3%	-
Latency p50	306ms	-
Cost / lookup	$0.139	-
Live stack recall	76.5%	-
Technologies per domain	87	-
Dated results	0.0%	-
Coverage by geo / size	84.6%	-

Questions about LeadIQ vs People Data Labs

Which is better, LeadIQ or People Data Labs?

People Data Labs wins 15 of the 29 metrics decided between them, across 3 benchmarks that measured both. Leaderboard ranks: Email Data: LeadIQ #17 of 29, People Data Labs #20 of 29; Phone Data: LeadIQ #7 of 24, People Data Labs #15 of 24; Company Data: LeadIQ #17 of 23, People Data Labs #8 of 23.

Which is cheaper, LeadIQ 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: LeadIQ $0.074, People Data Labs $0.654; Phone Data, cost per mobile number: LeadIQ $0.600, People Data Labs $0.511; Company Data, price per matched company: LeadIQ $0.136, People Data Labs $0.075.

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

LeadIQ holds 4.2 / 5 across 1,269 reviews on G2, Capterra, Chrome Web Store and Product Hunt; 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 LeadIQ and People Data Labs?

LeadIQ offers an MCP server, an API, CSV export 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.