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What AI agents & developer tools teams need from people data feed, what Forager returns, and how teams like yours test it.
3 recipes use people data feed for AI agents & developer tools teams.
A selection of teams in AI agents & developer tools using Forager for people data feed · plus other teams on Forager
When to use it: An AI lab or data vendor needs a cohort of domain experts for an evaluation project.
people_feed or POST /person_role_search/ for credentialed titles and experience length| Inputs | Outputs |
|---|---|
| expert profile spec | expert cohort |
| cohort size | credentials |
contact fields |
When to use it: A product answers thousands of people and company questions a day and needs the records in its own index, with refresh terms it can show its customers.
Show the stepsperson_id and company_id| Inputs | Outputs |
|---|---|
| feed delivery (S3 or Snowflake) | person records |
| refresh schedule | company records |
person_id | |
company_id |
When to use it: A team builds or retrains a title classifier or an entity-resolution model.
Show the stepspeople_feed roles (role_title, organization_name, forager_organization_id) and company_feed (name, domain, linkedin_slug, industry)forager_id for entity-resolution training| Inputs | Outputs |
|---|---|
| people feed | labelled title examples |
| company feed | company name match pairs |
| label taxonomy | evaluation set |
expert cohortcredentialscontact fieldsperson recordscompany recordsperson_idcompany_idlabelled title examplescompany name match pairsevaluation setFrom the workflows above. Full field reference: People data feed and the People data feed documentation.
A selection of teams in AI agents & developer tools using Forager for people data feed · plus other teams on ForagerA selection of teams using Forager
SeekOut 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 Relationship-mapping platform that helps sales teams and AI agents find warm introductions.
MarketMapr Selected use case: licensed people and company feeds that let recruiters map a whole niche.
Adzact B2B advertising platform that models ideal buyers from business signals.
Evident Publisher of the Evident AI Index, which ranks banks, insurers and payments firms on AI maturity.
SBR2TH Selected use case: people and job-postings feeds loaded into its own data lake for AI search.
Chamaeleon Early-stage venture firm that analyses companies with its own AI and quantitative engine.
DealSource Selected use case: company and people data for private-company profiles.
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.”
Find verified practitioners (radiologists, tax attorneys, actuaries) to write and grade data for AI labs instead of generic labelers. 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.
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.
Recruit domain experts for AI model evaluation and training data, license a people feed for retrieval over people and company records and train title-normalisation and company-matching models on structured profiles. Each is on this page with its trigger, steps and outcome.
Query people_feed or POST /person_role_search/ for credentialed titles and experience length. Filter by location and current employment for availability.
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.
The workflow uses Forager People data feed and Company data feed. People data feed: A licensed file of 800M+ professional profiles, refreshed on a schedule and delivered to Snowflake or S3. Give a product that answers people and company questions a licensed dataset to index and retrieve from, instead of calling an API per question or scraping profiles.
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.
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.
Delivered as a data share to Snowflake, Databricks and Amazon S3. Everything else connects through the REST API with one API key.
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.
Pro, the largest self-serve plan, includes 22,500 credits a month (1,500 mobiles or 4,500 emails). Above that, enterprise plans with volume pricing are agreed with our team, and yearly billing costs 10% less than month to month on every self-serve plan. Platforms that embed Forager in their product pay per record at volume.
AI agent and developer-tool companies 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 agent and developer-tool companies. 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.
Written answers are not available right now. The matching pages above still help, or book a demo and ask the team.
Send us a list. We run it, show you what we find, then talk volume and terms.
