Alternatives

The 6 best People Data Labs alternatives in 2026.

People Data Labs sells person and company data, with job postings in beta. The right alternative depends on which of those you use. For jobs and hiring activity, Hirebase is the specialist.

Last checked · facts from each vendor's own pricing and docs pages

Short Answer

What are the best People Data Labs alternatives?

For a salesperson, a job board or an AI agent builder working from jobs, Hirebase: jobs from employers' career pages and ATS first, refreshed hourly where PDL updates daily, history since 2023 where PDL starts in October 2024, and published prices from $0 where PDL quotes on request. PDL is stronger on raw company records, and Hirebase sells no people data, so for person profiles pick Coresignal or Crustdata, and for contacts Apollo or ZoomInfo.

Job Postings

People Data Labs vs Hirebase for job postings.

People Data Labs vs Hirebase for job postings. (as of October 2026)
As of October 2026HirebasePeople Data Labs
Product statusGenerally available, self-serve.Beta; access through its account team.
Where jobs come fromCompany career pages and 80+ ATS platforms first; LinkedIn only for companies with neither, labeled by source. The LinkedIn fallback reads logged-out public LinkedIn job pages only, with no accounts or logins. 300K+ company career pages scanned.Company career pages and ATS.
Hiring companies700–800K employers with an active job.121,486 companies with active postings (October 2026 changelog).
Active jobs8–10M active jobs.7.62M active of 51.1M records (v36.0).
FreshnessNew jobs live within 1–2 hours of posting; closed jobs removed from the active index every hour.Daily delta, one attempt per day; misses are backfilled in the next release.
HistoryAbout 29M expired jobs since 2023, with the same fields as live jobs. Search the archive free, then buy the dataset you need.From October 2024.
Free optionFree plan: 500 jobs and 50 companies a month, no credit card.Up to 100 credits a month across PDL's APIs.
Job pricingPublished: $99 for 25,000 jobs, $249 for 250,000, $999 for 2 million.Not published; 1 credit per record.
Default searchActive jobs; expired jobs sit in a separate archive.Active and historical records unless you filter on is_active.
Person and contact dataNot offered.Person profiles, work history and contact fields.
DeliveryREST API, Python SDK and bulk export (CSV, JSON Lines); Semantic search and resume matching over live jobs; Webhooks for new and closed jobs, MCP server, plus Claude and ChatGPT connectors, Make.com, Clay, n8n and Apify integrations.REST APIs; data licence feeds via AWS, GCP or Snowflake.
Read The Fine Print

What People Data Labs's own pages say about its numbers.

Each point links to the page it comes from, checked October 21, 2026.

Its product page still shows older numbers

The job posting product page says 54,000+ companies and 28.8M jobs; its v36.0 stats list 51.1M records and 7.62M active.
Source: peopledatalabs.com/job-posting-data

Searches include expired jobs by default

Job posting search covers active and historical records unless you set is_active, and each record returned costs a credit.
Source: docs.peopledatalabs.com/docs/job-posting-data-overview

Job postings are still in beta

PDL says the job posting schema and field definitions may continue to evolve.
Source: docs.peopledatalabs.com/docs/job-posting-data-overview

About 63 active jobs per company

7.62M active postings across 121,486 companies with active jobs works out to about 63 active jobs per company. Check how many of your target employers are covered.
Source: docs.peopledatalabs.com/docs/jp-stats

Questions to ask People Data Labs before you buy

  • What does job posting access cost at my volume, and is it billed per record returned?
  • How many of my target companies have active postings in your data?
  • When will job postings leave beta, and will the schema change?
Their Strengths

When People Data Labs is the better pick.

  • You need person profiles, work history and company records joined to job postings.
  • Your security review needs SOC 2 Type 2 and ISO 27001.
  • You want Snowflake or Delta Share delivery of person and company data.
  • You want job postings that already link to PDL's company IDs in your existing PDL pipeline.
  • You need broad company firmographics: PDL lists about 76.6M company records.
The Alternatives

People Data Labs alternatives, ranked.

  1. #1HirebaseTop Pick
    What it sells
    Job postings from employers' career pages and 80+ ATS platforms first, with company records, a technologies API and hiring insights. 700–800K employers with an active job.
    Pricing
    Free for 500 jobs a month, then $99 for 25,000 jobs, $249 for 250,000 and $999 for 2 million.
    Pick it if
    You use PDL for job postings or hiring activity and want hourly freshness, history since 2023 and published self-serve prices.
  2. #2Coresignalcoresignal.com
    What it sells
    Company, employee and job posting datasets and APIs.
    Pricing
    API plans from $49 a month for 2,500 credits; datasets from $1,000 a month on a yearly contract.
    Pick it if
    You need employee records as well as companies and jobs from one vendor.
  3. #3Crustdatacrustdata.com
    What it sells
    People and company data: its pricing page says 1B+ people and 60M+ companies; its docs say data refreshes every 1 to 30 days.
    Pricing
    Credit-based, with $20 of free credits; enterprise plans are quoted.
    Pick it if
    You want person and company search with headcount, job-change and funding signals through one API.
  4. #4TheirStacktheirstack.com
    What it sells
    Job postings aggregated mainly from job boards, plus company technology stacks.
    Pricing
    API plan from $49 a month for 1,500 credits.
    Pick it if
    You use PDL company data to target accounts by the software they use.
  5. #5Apolloapollo.io
    What it sells
    A sales platform with a contact and company database, sequencing and enrichment.
    Pricing
    Free and paid plans, credit-based; API access on custom plans.
    Pick it if
    You use PDL to find emails and phone numbers for outreach.
  6. #6ZoomInfozoominfo.com
    What it sells
    Sales, marketing and talent intelligence, plus data as a service.
    Pricing
    Not published; priced by licences and credit usage.
    Pick it if
    You are an enterprise team buying contact data on a sales-led contract.
FAQ

People Data Labs alternatives: common questions

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