People Data Labs Person API
Delivers person-level data API for contact and demographic insights.
Our take: People Data Labs' Person API delivers one of the market's most comprehensive professional enrichment datasets — covering work history, education, emails, phone numbers, demographics, and inferred attributes across 1.5B+ profiles.
Best-in-class person data API for builders who need rich, structured professional profiles at scale.
Our score
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Community ratings
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4.6 / 5 aggregate · across 1 source
Third-party ratings shown verbatim; aggregate weighted by review volume.
What it is, and why we rate it
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Our takePeople Data Labs' Person API delivers one of the market's most comprehensive professional enrichment datasets — covering work history, education, emails, phone numbers, demographics, and inferred attributes across 1.5B+ profiles.
Why we rate itPDL's dataset breadth and API reliability are hard to match at this price point.
Best / not good for
- Sales ops teams enriching CRM leads with professional context
- Recruiting platforms sourcing and verifying candidate profiles
- HR tech and identity-resolution products needing structured person data
- Ecommerce or consumer-data use cases (B2C profiles not the focus)
- Teams needing real-time contact verification rather than enrichment
- Startups on a tight budget who need email/phone data — costs escalate fast with add-ons
Friction report
Trade-offs to know before signing up.
- Time to valueFast: API key provisioned on signup; first enrichment call possible within minutes using REST or the Python/Node SDKs.
- Scale breakpointPer-credit pricing compounds sharply when contact data add-ons are included; enterprise contracts required above ~100k annual lookups.
- Walled gardenModerate: data is returned via API with no proprietary UI lock-in, but bulk exports and data licensing require enterprise agreements.
A look inside

Frequently Asked Questions
Does this API provide detailed person profiles with contact information?
How does People Data Labs Person API find contact information for individuals?
How does People Data Labs's Person API enable businesses to access comprehensive person profiles including contact information, social profiles, and professional history at scale?
How does this person data API provide detailed professional and demographic insights for individuals?
How does this API deliver detailed person-level data for sales, recruiting, and analytics?
Alternatives
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