Match the profileAdd the current roleAdd education, skills
Tool resultExample
Jordan ExampleVP Sales · Example Co
Still at Example CoCurrent
Example UniversityEducation
Team leadership, B2BSkills
Right person
Built for tools that answer
A selection of agent builders using Forager for person 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
Who evaluates person enrichment at agent frameworks and builders, 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 agent builders using Forager for person enrichment · plus other teams on ForagerA selection of teams using Forager
Clay
GTM workflow builders
Selected use case: Forager mobile numbers, emails and people data inside Clay tables.
Juicebox
AI candidate sourcing
Selected use case: Forager data behind its PeopleGPT search and sourcing agents.
Nooks
Power & parallel dialers
Selected use case: mobile numbers inside their dialer.
Emergent Labs
Agent builders
AI app-building platform where agents design, code and deploy full-stack apps.
Andela
Customer
Selected use case: Forager data for the go-to-market team at a global talent marketplace.
HubSpot
CRM add-ons
Selected use case: enriching contact and company records with people, company and job-posting data.
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
Intro
AI candidate sourcing
Selected use case: phone numbers for outreach to passive candidates.
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 person 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 person 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. A full professional profile for a person from a LinkedIn URL, email or phone: experience, education, skills and contact channels. This page walks through 3 workflows with the exact steps.
What does person enrichment cost for AI agent builders?
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Person enrichment: 1 credit per request, charged whether or not data comes back. 1,000 person enrichments 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 person 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 person 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 email address, name + company and API key. You get back employer, person_id, work_email and company, from POST /person_detail_lookup/, 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. Person 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 person 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 do you check data quality?
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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 person enrichment different from scraping profiles myself?
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Scraping means running and repairing your own collection pipeline and deciding what to do when a page changes. Person enrichment returns a structured profile (experience, education, skills and contact channels) from one API call, from data Forager licenses and maintains.
Where can I use Forager person 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.