A selection of teams in AI agents & developer tools using Forager for company data feed · plus other teams on ForagerA selection of teams using Forager
MarketMapr
Evident
For AI agents & developer tools teams
The job
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.
When
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.
Outcome
Answers are grounded in licensed records the product controls, and the API spend is limited to the contacts its users actually ask for.
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.
License the people and company feeds and agree the refresh schedule and permitted use
Load each delivery into your warehouse or vector index keyed on person_id and company_id
Retrieve the matching records for each question and pass them to the model as context
Call the API only for contact fields, which stay out of the feed and are paid per result
Inputs
Outputs
feed delivery (S3 or Snowflake)
person records
refresh schedule
company records
person_id
company_id
Lead recipe 2
Answer hiring and labor-market questions in an AI analyst from a job postings feed
When to use it: A user asks the assistant about hiring demand, a company's open roles, or skills in demand.
Show the steps
Load job_postings_feed and company_feed into the retrieval store, keyed by organization_forager_id
Index title, description, parsed_location, date_featured and is_active for filtering and search
Retrieve matching postings for each question and aggregate counts by company and location
Answer with the figures and cite the posting url for each example
Who evaluates company data feed at AI agents & developer tools teams, 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 teams in AI agents & developer tools using Forager for company data feed · plus other teams on ForagerA selection of teams using 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 company data feed on your own sample
Pull a sample. Take profiles your users looked up last week.
Run it. Use a self-serve key, or book a demo and send us the list.
Measure what your users feel. Connect rate for mobiles, bounces for emails, and whether the right person answers.
How do AI agent and developer-tool companies use the company data feed?
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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. A licensed file of 65M+ company profiles and firmographics, delivered to Snowflake or S3 on a schedule. This page walks through 3 workflows with the exact steps.
How much does the company data feed cost for AI agent and developer-tool companies?
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Company 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.
Which AI agent and developer-tool workflows use the company data feed?
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License a people feed for retrieval over people and company records, answer hiring and labor-market questions in an AI analyst from a job postings feed and train title-normalisation and company-matching models on structured profiles. Each is on this page with its trigger, steps and outcome.
Where can an AI product license people and company records for retrieval?
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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.
Can AI agent and developer-tool companies see a sample of the company data feed before licensing it?
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Yes. Request a sample extract of the company data feed on a 30-minute call and check the fields against your own records before you license it.
How do I ground an AI assistant's hiring answers in real job postings?
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Load job_postings_feed and company_feed into the retrieval store, keyed by organization_forager_id. Retrieve matching postings for each question and aggregate counts by company and location.
How do I know the data is right?
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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 company data feed or the company enrichment API?
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Use the company enrichment API to fill one record when a user asks. License the company data feed when your product searches, scores or ranks across many companies and needs the firmographics in your own warehouse.
Where can the company data feed be delivered?
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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?
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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.
What if we need more than the largest plan?
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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.
How is the data sourced, and what about privacy?
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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 company 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.
