Match the companyAdd firmographicsAdd growth and hiring
Tool resultExample
Jordan ExampleVP Sales · Example Co
Example Co · 120 staffCompany
Headcount up this yearGrowing
3 open rolesHiring
Matched
Built for tools that answer
A selection of agent builders using Forager for company enrichment · plus other teams on ForagerA selection of teams using Forager
For agent frameworks and builders
The job
Let GTM engineers and developers build production enrichment workflows by prompting a coding agent against typed endpoints, or add a people endpoint to their own web-data API.
When
A developer asks a coding agent to 'enrich new sign-ups with role and company and route them'.
Outcome
GTM engineers ship production workflows in minutes and developers enrich sign-ups and leads with one API key.
When to use it: A developer asks a coding agent to 'enrich new sign-ups with role and company and route them'.
Publish typed schemas for person_role_search, person_detail_lookup, reverse lookup, organization_search and job_search
Coding agent generates the workflow code and calls endpoints with one API key
Use _totals endpoints to estimate cost before paginating
Deploy as a scheduled job or webhook handler
Inputs
Outputs
developer prompt
generated workflow
API key
enriched records
typed endpoint schemas
Lead recipe 2
Offer people and company data as a built-in integration in an AI app builder
When to use it: A user prompts the app builder for a CRM, lead-gen or networking app that needs real people and company data.
Show the steps
Register an integration that wraps POST /person_role_search/, POST /person_detail_lookup/ and POST /organization_search/ with typed schemas
When generated code needs contacts, call /person_contacts_lookup/work_emails/ and POST /person_contacts_lookup/phone_numbers/ through the platform's metered key
For card or badge capture apps, OCR the name and company and resolve the person with POST /person_detail_lookup/
Bill builders in platform credits and show credits used per call
“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 enrichment 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 builders use Forager company enrichment?
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Let GTM engineers and developers build production enrichment workflows by prompting a coding agent against typed endpoints, or add a people endpoint to their own web-data API. Firmographics for a company from its domain or name: industry, headcount, locations, growth and open roles. This page walks through 3 workflows with the exact steps.
What does company enrichment cost for AI agent builders?
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Company enrichment: 1 credit per request, charged whether or not data comes back. 1,000 company lookups use 1,000 credits: about $13 of Starter credits month to month, or about $10 on Pro with yearly billing. Self-serve plans are Starter, Growth, Pro and Scale. See plans and prices
Why do AI agent builders add company enrichment?
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Typed people and contact lookups your agents can call, paid per result. Products like yours are judged on whether the agent reached the right person, which is why the cost that counts is per result that reaches the right person. Run your own sample to see what company enrichment returns for your users before you build on it.
Which people and company data APIs work well with coding agents?
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The workflow uses Forager People search, Person enrichment, Company enrichment, Job postings API, Work emails, Personal emails and Reverse email lookup. People search: Find the people who hold a role at target companies, filtered by title, seniority, department and location. Let GTM engineers and developers build production enrichment workflows by prompting a coding agent against typed endpoints, or add a people endpoint to their own web-data API.
What inputs does it take and what does it return?
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You send company domain, email address and name + company. You get back industry, company, headcount and agent context, from POST /organization_search/, as JSON.
Can our users see Forager data in our product?
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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.
Am I charged when nothing is found?
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Yes. Company enrichment is charged per request, whether or not data comes back. Only mobile and email lookups are free when nothing is found, so try your inputs on a small run before you scale.
Can AI agent builders test company enrichment for free?
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Yes. Create a free account at app.forager.ai: it comes with $5 in free credits and an API key, and there is no credit card to sign up. Run it on records you already know, or book a demo and send us a list: we run it and show you what we find.
How do I add contact enrichment to a vibe coded app?
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When generated code needs contacts, call /person_contacts_lookup/work_emails/ and POST /person_contacts_lookup/phone_numbers/ through the platform's metered key. For card or badge capture apps, OCR the name and company and resolve the person with POST /person_detail_lookup/.
How accurate is Forager data?
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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.
How is a company enrichment API different from a company database export?
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An export is a snapshot you have to refresh yourself. A company enrichment API returns firmographics for a domain or name when you ask: industry, headcount, locations, growth and open roles, ready to write to the record.
Where can I use Forager company enrichment?
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Native in Clay, partner-built in Deepline and Cargo and called through the API from Make, n8n and your own code. Everything else connects through the REST API with one API key.
Written answers are not available right now. The matching pages above still help, or book a demo and ask the team.