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People Data Labs

Depot pick for research-agent enrichment pipelines. Apollo when GTM workflow glue matters more than $/record.

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Depot pick for research-agent enrichment pipelines. Apollo when GTM workflow glue matters more than $/record. Strengths: API-first, usage-priced enrichment; Strong person + company datasets for agents; Better unit economics than seat-gated GTM suites.

Overall
8.1
curated_estimate
confidence: high · as of 2026-09-14
Capability fit
8.6
Price / performance
8.2
Latency / reliability
8.4
Developer & agent DX
8.8
Privacy / data retention
6.5
Lock-in risk (higher = worse)
4.0
Maturity / track record
8.6

Lock-in risk: higher = more lock-in (worse). Overall already inverts this dimension.

Sources: PDL pricing overview: https://support.peopledatalabs.com/hc/en-us/articles/23553812020891-Pricing-Overview · PDL pricing & credits: https://support.peopledatalabs.com/hc/en-us/articles/25794271805211-Pricing-credits · People Data Labs: https://www.peopledatalabs.com

Depot pick for research-agent enrichment pipelines. Apollo when GTM workflow glue matters more than $/record.

Strengths

  • · API-first, usage-priced enrichment
  • · Strong person + company datasets for agents
  • · Better unit economics than seat-gated GTM suites

Weaknesses

  • · Raw data quality still needs validation layer
  • · No built-in sequencing/CRM like Apollo
  • · Privacy/compliance diligence required

Pricing notes

As of 2026-09-14: Developer-first person/company APIs; credit/record based (Person Enrichment often ~$0.22–$0.28 per successful match depending on tier/annual). No seat tax — better for automated research-agent pipelines. Verify current credit schedule in PDL help center.

Regions: global, usLast reviewed: 2026-09-14Status: active

Sourced pricing

Contract status unavailable · no_sourced_price. Single normalized $/1M: null. Machine list: /api/pricing?provider=people-data-labs

No sourced SKU row. Notes above stay prose.

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