Head-to-head · B2B data

People Data Labs vs Reverse Contact

Reverse Contact wins 30 of 42 decided metrics across 4 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.

People Data Labs
12
Dataset-first people, company and job-posting data: search / enrichment APIs, batch CSV enrichment and licensed datasets.
★ 4.3 · 17 reviewsB (strong, 4.2 to 4.5)
Access: API · CSV · Dataset · Batch · Integrations
Reverse Contact live
30
Data-first, agent-ready people and company search / enrichment with live B2B social profiles, email→profile and domain→company resolution, and a validation-first email waterfall. API, CLI and MCP.
★ 4.7 · 181 reviewsA (excellent, 4.6 or above)
Access: MCP · CLI · API · Dataset · CSV · Webhooks · Integrations
Email Datacore + suite-specific metrics
updated 2026-09-25
Metric People Data Labs · #20 of 29 Reverse Contact · #5 of 29
Match rate69.4%98.3%
Valid email rate52.9%66.1%
Latency p50672ms12,854ms
Cost / valid email$0.654$0.041
Invalid rate11.8%1.7%
Catch-all share35.3%30.5%
Business email100.0%97.4%
Right-person rate100.0%98.3%
Decoy hit rate0.0%20.0%
Catch-all detection--
Confidence-score quality--
Geographic coverage911
Phone Datacore + suite-specific metrics
updated 2026-09-25
Metric People Data Labs · #15 of 24 Reverse Contact · #13 of 24
Match rate59.2%77.6%
Valid / reachable rate89.7%81.6%
Latency p50672ms18,782ms
Cost / mobile number$0.511$0.228
Right-person rate82.6%84.0%
Mobile coverage46.9%61.2%
Disconnected rate0.0%0.0%
Low-activity share10.3%18.4%
Landline / mobile classification100.0%97.4%
Country accuracy79.3%86.8%
Geographic coverage77
People Datacore + suite-specific metrics
updated 2026-09-25
Metric People Data Labs · #13 of 24 Reverse Contact · #1 of 24
Profile match rate95.9%98.0%
Identity accuracy95.7%97.9%
Latency p50672ms177ms
Price / matched profile$0.240$0.0090
Current employer accuracy93.6%93.8%
Move detection40.0%96.2%
Decoy hit rate0.0%0.0%
Job title accuracy80.9%85.4%
Seniority label accuracy65.8%-
Location accuracy93.6%95.8%
Work history completeness7.77.9
Education completeness95.7%100.0%
Skills present89.4%89.6%
Social / profile URLs95.7%100.0%
Coverage by geo / function / seniority66.7%87.5%
Company Datacore + suite-specific metrics
updated 2026-09-25
Metric People Data Labs · #8 of 23 Reverse Contact · #13 of 23
Domain-to-company match rate100.0%97.0%
Company name accuracy95.6%95.9%
Latency p50524ms308ms
Price / matched company$0.075$0.027
Industry accuracy80.0%78.4%
Employee count ±20%16.7%26.0%
HQ / location accuracy75.6%80.4%
Description present97.8%100.0%
Founding year accuracy64.4%57.7%
Domains / social profiles100.0%100.0%
Coverage by country / size100.0%90.0%
Live Profile Datacore + suite-specific metrics
updated 2026-09-26
Metric People Data Labs · not in suite Reverse Contact · #1 of 5
Current-job accuracy-95.0%
Fetch success-99.0%
Latency p50-15,715ms
Cost / profile-$0.018
Move detection-94.2%
Still at previous employer-4.8%
Control accuracy-95.9%
Work history completeness-9.1
Education completeness-99.0%

Questions about People Data Labs vs Reverse Contact

Which is better, People Data Labs or Reverse Contact?

Reverse Contact wins 30 of the 42 metrics decided between them, across 4 benchmarks that measured both. Leaderboard ranks: Email Data: People Data Labs #20 of 29, Reverse Contact #5 of 29; Phone Data: People Data Labs #15 of 24, Reverse Contact #13 of 24; People Data: People Data Labs #13 of 24, Reverse Contact #1 of 24; Company Data: People Data Labs #8 of 23, Reverse Contact #13 of 23.

Which is cheaper, People Data Labs or Reverse Contact?

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: People Data Labs $0.654, Reverse Contact $0.041; Phone Data, cost per mobile number: People Data Labs $0.511, Reverse Contact $0.228; People Data, price per matched profile: People Data Labs $0.240, Reverse Contact $0.0090; Company Data, price per matched company: People Data Labs $0.075, Reverse Contact $0.027.

How do People Data Labs and Reverse Contact compare in user reviews?

People Data Labs holds 4.3 / 5 across 17 reviews on G2; Reverse Contact holds 4.7 / 5 across 181 reviews on G2 and Product Hunt. Ratings belong to their platforms and play no part in the benchmark grades.

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

People Data Labs offers an API, CSV export, dataset delivery, batch endpoints and native integrations; Reverse Contact offers an MCP server, a command-line tool, an API, dataset delivery, CSV export, webhooks and native integrations. Both offer an API, CSV export, dataset delivery and native integrations.

Compare People Data Labs with another provider

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Not automatic, on purpose: a human has to get access (or request it when there's no self-serve), plug in an API key, adapt the frozen test files to the provider's schema, then run the suites. Leave the details below and we'll take it from there, usually within a few weeks.