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People Data Labs

A developer-first data-as-a-service platform providing bulk person and company data via API for enrichment and matching at scale.

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People Data Labs (PDL) sells access to aggregated person and company data through an API designed for developers building enrichment, matching or identity-resolution features into their own products, rather than end-user prospecting tools.

It is commonly used by data teams and platforms that need to enrich records programmatically at scale, such as adding firmographic or professional data to a CRM or product dataset.

Best for and not ideal for

Best for

  • Engineering and data teams building enrichment pipelines
  • Products that need person/company data as a backend feature
  • Bulk matching and identity resolution use cases

Not ideal for

  • Non-technical sales reps looking for a simple lookup tool
  • One-off, low-volume contact lookups

Key features

What it offers

  • Bulk person and company data API
  • Identity resolution and matching endpoints
  • Company enrichment and firmographic data
  • Usage-based, developer-oriented pricing

Data types

  • Person data
  • Company data
  • Firmographic data

Delivery methods

  • API
  • Bulk data delivery

Pricing

Usage-based API pricing by record/credit volume. Pricing varies by plan and usage.

Pros and cons

Pros

  • Strong fit for programmatic enrichment
  • Scales well for bulk workloads
  • Flexible API design

Cons

  • Not built for non-technical, single-contact lookups
  • Requires engineering resources to integrate well

BuyDataHub Editorial Score

4.3/5 overall

Independent editorial assessment for People Data Labs — not a user-submitted rating. See our methodology.

Data coverage
4.4
Ease of use
3.9
Developer experience
4.6
Compliance support
4.0
Scalability
4.5
Pricing transparency
3.9
How we evaluate providers

Scores and rankings reflect independent editorial research, not paid placement. Affiliate relationships, where they exist, do not affect how a provider is scored. Read our full methodology.

Alternatives to People Data Labs

Frequently asked questions

Is People Data Labs a browser extension like Lusha?

No. People Data Labs is an API-first platform intended for developers to integrate into their own systems, not an end-user lookup tool.

Visit People Data Labs →