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People Data Labs Review

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Should I use People Data Labs?

B2B data provider for person and company data - peopledatalabs.com

· 2 days ago

Buy if you're a technical GTM, recruiting, fraud, or AI team that needs large-scale person/company data via API. Skip if you want a simple contact list or no-code prospecting — a lighter tool or spreadsheet will do.

Confidence

Medium. Based on ~30 public sources; most snippets were truncated, so pricing figures remain unverified.

Ratings

  • Value for money
  • Ease of use
  • Feature depth
  • Support qualityNo quality evidence; enterprise support tier exists
  • Security posture

Pricing

Not disclosed

ModelNot disclosed
Monthly feesNot disclosed
HardwareNot disclosed

Best for

  • Technical sales/GTM teams enriching CRM data
  • High-volume recruiting and sourcing
  • Fintech fraud and identity checks
  • AI/LLM teams needing bulk person data

Not for

  • Solo founders wanting a cheap contact list
  • Small teams without engineers — no plug-and-play app
  • Anyone unwilling to manage credit-based costs
  • Teams that can't accept the 2019 data-exposure history

Gotchas - check before you buy

high

2019 exposure of 1.2B records tied to PDL data — vet GDPR/compliance fit first

medium

Credits can scale costs fast; multiple 2026 'cheaper alternative' guides exist

low

Enterprise support is a separate offering — confirm SLAs before committing

Pros and cons

Pros

  • Data quality repeatedly praised in third-party comparisons
  • 4.5/5 rating on SourceForge
  • 71.4M+ companies; person data at billion-person scale
  • API-first with wide integrations: Databricks, Maltego, AI-agent toolkits
  • Well-funded: $45M Series B led by Craft Ventures

Cons

  • Credit-based pricing hard to benchmark; rivals market cheaper alternatives
  • Named in 2019 exposure of 1.2B personal records
  • Only 17 G2 reviews — thin public feedback
  • Raw data/API, not a ready-made prospecting app

Sources & method

- 12 sources - Publishes a security page, but was named in a 2019 exposure of 1.2B personal records.

official x3review x6security x3
  • 2019 data exposure (1.2B people records), Troy Hunt documented a 1.2B-record exposure including 622M email addresses tied to People Data Labs enrichment data; breach databases list a 2019 PDL incident.

Key stats

  • Value for money: 3/5

    Rating

  • Not disclosed

    Starting price

  • 12

    Sources

  • Analyzed

  • Value for money: 3/5. Users comparison-shop cheaper rivals; credit pricing opaque
  • Ease of use: 2/5. Guess: raw API, needs engineering to use
  • Feature depth: 5/5. Person plus company data, 71.4M companies, broad endpoints
  • Support quality. No quality evidence; enterprise support tier exists
  • Security posture: 3/5. Security page exists; named in 2019 exposure
  • 4.5/5 SourceForge rating 2026 reviews
  • 17 G2 reviews Seller profile
  • $45M Series B Funding Led by Craft Ventures
  • 71.4M+ companies Data coverage Person data at billion scale

Pricing

Not disclosed

Security

Publishes a security page, but was named in a 2019 exposure of 1.2B personal records.

  • 2019 data exposure (1.2B people records)Troy Hunt documented a 1.2B-record exposure including 622M email addresses tied to People Data Labs enrichment data; breach databases list a 2019 PDL incident.⁷

What users say

Users praise data accuracy and quality, while Reddit threads focus on pricing and hunting cheaper alternatives.

“People data labs's data is pretty accurate. Here is mine”
Hacker News
“We need to find contacts”
Reddit, r/data
“People Data Labs collects personal data on over a billion people”
Reddit, r/privacy

Companies that use it

  • Madison Logic
  • Credit Pulse
  • PowerToFly
  • Maltego
Full analysis

Based on ~30 public sources; most snippets were truncated, so pricing figures remain unverified.

Powerful B2B person/company data API. Great for technical teams; overkill and costly for simple contact-list needs.

Methodology

Based on ~30 public sources; most snippets were truncated, so pricing figures remain unverified.

Read how a report is made.

Sources

  1. review
  2. review
  3. review
  4. review
  5. review
  6. review
  7. security
  8. security
  9. security
  10. official
  11. official
  12. Pricing Overview — PDL Help Centersupport.peopledatalabs.com
    official

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