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Industry · AI agents & developer tools

Company enrichment API for AI agents & developer tools

Complete company records.

What AI agents & developer tools teams need from company enrichment, what Forager returns, and how teams like yours test it.

7 recipes use company enrichment for AI agents & developer tools teams.

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

A selection of teams in AI agents & developer tools using Forager for company enrichment · plus other teams in AI agents & developer tools

  • Clay
  • Deepline
  • HubSpot
  • Emergent Labs
  • Cargo
  • FirstTouch
  • Airscale
  • item
For AI agents & developer tools teams
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.
Lead recipe 1

Give coding agents typed people and company data tools

When to use it: A developer asks a coding agent to 'enrich new sign-ups with role and company and route them'.

  1. Publish typed schemas for person_role_search, person_detail_lookup, reverse lookup, organization_search and job_search
  2. Coding agent generates the workflow code and calls endpoints with one API key
  3. Use _totals endpoints to estimate cost before paginating
  4. Deploy as a scheduled job or webhook handler
InputsOutputs
developer promptgenerated workflow
API keyenriched records
typed endpoint schemas
Lead recipe 2

Power lead finding in an open-source AI CRM for small businesses

When to use it: A small-business user asks the CRM agent to find leads matching their ideal customer.

Show the steps
  1. CRM agent turns the ICP into POST /organization_search/ and /person_role_search/ filters
  2. Agent enriches selected leads with POST /person_detail_lookup/
  3. Leads are created in the CRM with source attribution
  4. Agent proposes first outreach based on role and company
InputsOutputs
ICP descriptionlead records
CRM workspacerole_title
organization firmographics
Open the recipe: Power lead finding in an open-source AI CRM for small businesses
Lead recipe 3

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
  1. Register an integration that wraps POST /person_role_search/, POST /person_detail_lookup/ and POST /organization_search/ with typed schemas
  2. When generated code needs contacts, call /person_contacts_lookup/work_emails/ and POST /person_contacts_lookup/phone_numbers/ through the platform's metered key
  3. For card or badge capture apps, OCR the name and company and resolve the person with POST /person_detail_lookup/
  4. Bill builders in platform credits and show credits used per call
InputsOutputs
natural-language app promptperson
name + companycompany
company domainwork_email
phone_number
Open the recipe: Offer people and company data as a built-in integration in an AI app builder
Fields

Fields you get back

  • generated workflow
  • enriched records
  • lead records
  • role_title
  • organization firmographics
  • person
  • company
  • work_email
  • phone_number

From the workflows above. Full field reference: Company enrichment and the Company enrichment API reference.

Who owns this

Who evaluates company enrichment at AI agents & developer tools teams, and what they are judged on

  • Product manager who owns the enrichment feature: judged on what users see when they open a record
  • Engineering lead integrating the API: judged on response time and errors they can route on
  • Partnerships or data lead managing vendors: judged on cost per valid result

A selection of teams in AI agents & developer tools using Forager for company enrichment · plus other teams in AI agents & developer tools

  • Clay
    • GTM workflow builders

    Selected use case: Forager mobile numbers, emails and people data inside Clay tables.

  • Deepline
    • Waterfall enrichment

    Selected use case: Forager lookups as typed tools inside enrichment waterfalls.

    19 typed Forager tools available inside Deepline1

  • HubSpot
    • CRM add-ons

    Selected use case: enriching contact and company records with people, company and job-posting data.

  • Emergent Labs
    • Agent builders

    AI app-building platform where agents design, code and deploy full-stack apps.

  • Cargo
    • GTM workflow builders

    Selected use case: enrichment plays that use Forager from its integrations catalog.

  • FirstTouch
    • Sales engagement

    LinkedIn outreach and social-selling platform that works from HubSpot, AI agents and its API.

  • Airscale
    • Waterfall enrichment

    Selected use case: a Forager step in its mobile number waterfall.

  • item
    • CRM add-ons

    AI-native CRM where teams and agents work side by side.

Sources

1 Deepline: deepline.com/integrations/forager (public page, read 2026-10-21).

“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

  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 agent and developer-tool companies use Forager company enrichment?

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 and developer-tool companies?

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

Which AI agent and developer-tool workflows use company enrichment?

Give coding agents typed people and company data tools, power lead finding in an open-source AI CRM for small businesses and offer people and company data as a built-in integration in an AI app builder. Each is on this page with its trigger, steps and outcome.

Which people and company data APIs work well with coding agents?

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?

You send company domain, email address and name + company. You get back industry, company, headcount and role_title, from POST /organization_search/, as JSON.

Am I charged when nothing is found?

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 and developer-tool companies test company enrichment for free?

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.

Which open-source CRMs can find new leads automatically?

The workflow uses Forager People search, Person enrichment and Company enrichment. People search: Find the people who hold a role at target companies, filtered by title, seniority, department and location. Give small businesses lead finding inside their AI CRM so they don't buy a separate data tool.

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.

How is a company enrichment API different from a company database export?

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?

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.

Do I need a subscription?

Not to test: a free account comes with $5 in credits. To keep using company enrichment, choose a monthly or yearly plan. Monthly plans cancel anytime and unused credits roll over; yearly plans grant all credits upfront and cost 10% less. Larger volumes are agreed with our team.

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