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Recruiting & talent platforms · AI candidate search and sourcing

People data feed for AI candidate sourcing

Stop scraping.

What AI candidate sourcing need from people data feed, what Forager returns, and how teams like yours test it.

2 recipes use people data feed for AI candidate search and sourcing.

  • $5 free credits
  • 800M+ people
  • 65M+ companies

A selection of AI candidate-sourcing tools using Forager for people data feed · plus other teams on Forager

  • SeekOut
  • Vieu
  • MarketMapr
  • Adzact
  • Evident
  • SBR2TH
  • Chamaeleon
  • DealSource
For AI candidate search and sourcing
The job
Index global profiles so recruiters can type 'Java developers in Oslo who sold B2B software' and get non-obvious fits.
When
A recruiting platform builds or expands its own candidate index.
Outcome
Recruiters surface niche, non-applicant profiles and cut sourcing time.
Lead recipe 1

Build natural-language candidate search on a licensed people feed

When to use it: A recruiting platform builds or expands its own candidate index.

  1. Ingest people_feed (experience, education, skills, location) and company_feed
  2. Normalise titles and employers; embed profiles for semantic search
  3. Tag companies (stage, industry) to support 'people from companies like X' queries
  4. Refresh the index per delivery and enrich on open with POST /person_detail_lookup/
InputsOutputs
people feedsearchable candidate index
company feedsemantic match
company tags
Lead recipe 2

Run always-on sourcing agents on fresh people data

When to use it: A requisition is open and the agent runs daily against new and changed profiles.

Show the steps
  1. Agent subscribes to people_feed deltas and job_postings_feed for market context
  2. Match new/changed profiles against open role criteria
  3. Queue matches for recruiter review with reasons
  4. Auto-sequence approved candidates
InputsOutputs
open requisitionsnew candidate matches
feed deltasmatch reasons
sequence status
Open the recipe: Run always-on sourcing agents on fresh people data
Fields

Fields you get back

  • searchable candidate index
  • semantic match
  • company tags
  • new candidate matches
  • match reasons
  • sequence status

From the workflows above. Full field reference: People data feed and the People data feed documentation.

Who owns this

Who evaluates people data feed at AI candidate search and sourcing, and what they are judged on

  • Data engineering lead who ingests the feed: judged on fields and freshness
  • Data acquisition or partnerships lead: judged on licence terms and cost
  • Product owner of the search or intelligence product: judged on what users find

A selection of AI candidate-sourcing tools using Forager for people data feed · plus other teams on Forager

  • SeekOut
    • Talent intelligence

    Selected use case: Forager’s people data feed, used to keep candidate profiles current.

    2–3 years on the Forager people data feed, by SeekOut’s own account1

  • Vieu
    • ABM & intent

    Relationship-mapping platform that helps sales teams and AI agents find warm introductions.

  • MarketMapr
    • Talent intelligence

    Selected use case: licensed people and company feeds that let recruiters map a whole niche.

  • Adzact
    • ABM & intent

    B2B advertising platform that models ideal buyers from business signals.

  • Evident
    • Market intelligence

    Publisher of the Evident AI Index, which ranks banks, insurers and payments firms on AI maturity.

  • SBR2TH
    • Staffing firms

    Selected use case: people and job-postings feeds loaded into its own data lake for AI search.

  • Chamaeleon
    • VC & PE research

    Early-stage venture firm that analyses companies with its own AI and quantitative engine.

  • DealSource
    • VC & PE research

    Selected use case: company and people data for private-company profiles.

Sources

1 SeekOut: SeekOut, customer interview, Sep 2026.

“Forager leads in accuracy across all regions, Forager's dual strength in accuracy and volume makes it a powerhouse for sales teams that are targeting businesses around the globe.”
ClayStefan K.Data Partnerships
800M+people
65M+companies
How to test it

Test people data feed on your own sample

  1. Pull a sample. Take profiles your users looked up last week.
  2. Run it. Use a self-serve key, or book a demo and send us the list.
  3. Measure what your users feel. Connect rate for mobiles, bounces for emails, and whether the right person answers.
  • $5 free credits
  • No credit card
  • Run your sample
FAQ

Frequently asked questions

How do AI candidate sourcing use the people data feed?

Index global profiles so recruiters can type 'Java developers in Oslo who sold B2B software' and get non-obvious fits. A licensed file of 800M+ professional profiles, refreshed on a schedule and delivered to Snowflake or S3. This page walks through 3 workflows with the exact steps.

How much does the people data feed cost for AI candidate sourcing?

People data feed is a flat annual licence, global or regional, not priced in credits. The price depends on the records, fields and refresh schedule you license, so talk to sales with your use case and we quote it.

Why do AI candidate sourcing add the people data feed?

Show personal email and mobile on every candidate card. Products like yours are judged on candidate replies, which is why the cost that counts is per result that reaches the right person. Run your own sample to see what the people data feed returns for your users before you build on it.

What data do AI recruiting search engines like natural-language sourcing tools use?

You send people feed and company feed. You get back searchable candidate index, semantic match and company tags. Recruiters surface niche, non-applicant profiles and cut sourcing time.

Can our users see Forager data in our product?

Yes, under platform terms. Self-serve plans cover internal use by your own team. Showing Forager data to your users, or passing records on, is licensed separately: talk to sales about volume and which fields your users need to see.

Can AI candidate sourcing see a sample of the people data feed before licensing it?

Yes. Request a sample extract of the people data feed on a 30-minute call and check the fields against your own records before you license it.

What is an AI sourcing agent and what data does it need?

You send open requisitions and feed deltas. You get back new candidate matches, match reasons and sequence status. Pipelines fill continuously instead of per search.

How do I know the data is right?

The test that counts is your own: send a list of profiles you care about. We run it and show you what we find, number by number, so you can measure hit rate and connect rate yourself.

Should I use the people data feed or the API?

Use the API when your product needs one person at a time, at the moment a user asks. License the people data feed when you need the whole layer in your own warehouse or search index, for analytics, matching or retrieval, without a call per record.

Where can the people data feed be delivered?

Delivered as a data share to Snowflake, Databricks and Amazon S3. Everything else connects through the REST API with one API key.

Is there a contract or minimum commitment?

Data feeds are licensed on an annual agreement, with the term, volume and refresh schedule written into it. There are no self-serve plans for feeds.

How is the data sourced, and what about privacy?

AI candidate sourcing often have to explain their data source to their own customers. Bring your legal and security questions to a call with our team, and we take you through how Forager data is sourced and the terms that cover people data feed for AI candidate sourcing. Forager's privacy policy is public, and anyone can send a request about their own personal data through the consumer rights form on forager.ai.

Other products for AI candidate search and sourcing

Start building

Put people, company and job data your users can act on inside your product

Send us a list. We run it, show you what we find, then talk volume and terms.

  • $5 free credits
  • No credit card
  • Run your sample
Platforms and teams that build on Forager
  • Clay
  • Juicebox
  • Nooks
  • Andela
  • HubSpot
  • SeekOut