RevOps Tools

People Data Labs

B2B data API for enrichment and identity resolution
People Data Labs homepage screenshot

RevOps Jobs-to-Be-Done

  • Enrichment pipeline development — Build internal data pipelines that enrich person and company records in real time as leads enter the system. KPI: Reduce manual enrichment work and keep CRM data fresh automatically
  • Identity resolution — Match anonymous identifiers — email, phone, LinkedIn URL — to enriched person profiles for personalization and retargeting. KPI: Recognize more of your audience and improve targeting accuracy across channels
  • AI model data sourcing — Provide structured B2B contact and company data as input for GTM AI applications including lead scoring and ICP matching. KPI: Power AI-driven prioritization with reliable, structured data at scale

Key Features

  • Person Enrichment API: 3B+ person profiles with 80+ attributes including career history, education, skills, and contact data.
  • Company Enrichment API: 100M+ company records with firmographic, technographic, and funding data.
  • Identity Resolution: Match across email, phone, LinkedIn URL, and device IDs to a unified person profile.
  • Bulk Enrichment: High-throughput batch enrichment API for processing large datasets efficiently.
  • Compliance-Ready Data: GDPR and CCPA compliant data sourcing with privacy-by-design architecture.

How It Fits Your Stack

Primary system of record: Data warehouse or CRM

Key integrations: Salesforce, Snowflake, dbt, Python, Node.js

Data flows: PDL API enriches records at capture or on schedule → pushes enriched data to CRM, warehouse, or application layer.

Implementation & Ownership

  • Time to first value: 1–2 weeks
  • Implementation complexity: High — requires engineering resources for API integration
  • Typical owners: Data Engineering, RevOps, Growth Engineering

Pricing & Contracts

  • Pricing model: API credits / usage-based
  • Indicative range: Free tier (100 calls/month); paid plans scale by volume — enterprise pricing available
  • Free tier: Yes

Who It's Best For

Data and engineering teams building enrichment pipelines or GTM applications that need a reliable, API-first data layer.

Good fit if:

  • SaaS companies building enrichment into their product
  • Data teams powering AI scoring models
  • RevOps teams building custom CRM enrichment pipelines

Probably not ideal if:

  • Sales reps doing manual prospecting
  • Teams without engineering resources for API integration

Proof & Buyer Signals

Ratings: 4.4/5 on G2 — 3B+ person profiles

What buyers praise:

  • Best developer experience of any B2B data API
  • Massive data coverage with strong identity resolution
  • Compliance-ready — trusted by enterprise data teams

Common complaints:

  • Not suitable for non-technical users
  • Cost scales quickly at high API volumes

Pros

  • Best-in-class API for developer-driven enrichment workflows
  • Massive data coverage with strong identity resolution
  • Compliance-ready data sourcing for regulated industries

Cons

  • Requires engineering resources to implement effectively
  • Not designed for sales reps doing manual prospecting
  • Cost scales quickly at high API call volumes

Often Compared With

  • Clearbit — Clearbit is more marketer-friendly with native integrations; PDL is more developer-centric with larger raw data coverage.
  • ZoomInfo — ZoomInfo is built for sales reps; PDL is an API-first data layer for developers building enrichment workflows.

People Data Labs Website →

About the author

RevOps Tools

Curated Revenue Operations Technologies

RevOps Tools

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