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Predict warm-intro paths from overlapping work history

Find colleagues, investors or customers who previously worked alongside a target buyer so reps can ask for an intro.

  • Free API key
  • No credit card
  • Run your sample

A selection of teams that run this job on Forager · plus other sales-tech platforms

  • Clay
  • Juicebox
  • Nooks
  • Vieu
  • Adzact
  • HubSpot
  • Cortex Intelligence
  • Epoch

Uses POST /person_detail_lookup/ · Person enrichment API reference

What it costs: Charged per request: credit pricing.

How the data flows

2 inputs → People data feed + Person enrichment → 4 fields sample data
01 · Inputs
Your list
contacts.csv · 1,200 rows
Your list
contacts.csv · 1,200 rows
02 · Forager
People data feed + Person enrichment POST /person_detail_lookup/
Match found
03 · Outputs
Lee SamplerVP Revenue Operations · Example Inc.
shared organization
Example Inc.
overlap dates
2026-10-01
strength score
0.96
name
Lee Sampler
title
VP Revenue Operations
mobile
+1 (312) 555-0107
4 fields in the responseexample data

Steps

  1. Load team members' and network members' work histories from the people feed
  2. Load target buyers' histories via POST /person_detail_lookup/
  3. Compute overlaps on organization and overlapping role dates
  4. Rank intro paths by overlap length and seniority and surface them in CRM
import json, os, requests

BASE = "https://api-v2.forager.ai/api/{account_id}/datastorage"
HEADERS = {"X-API-KEY": os.environ["FORAGER_KEY"]}
body = json.load(open("request.json"))  # request fields: see the API reference

# 1. Load team members' and network members' work histories from the people
# feed

# 2. Load target buyers' histories via POST /person_detail_lookup/
r1 = requests.post(f"{BASE}/person_detail_lookup/", headers=HEADERS, json=body)

# 3. Compute overlaps on organization and overlapping role dates

# 4. Rank intro paths by overlap length and seniority and surface them in
# CRM
Generated from the recipe stepsRequest fields: API reference

Run it yourself: Person enrichment API reference

  • Free API key
  • No credit card
  • Run your sample

Inputs and outputs

InputsOutputs
team/network member listintro path
target buyer listshared organization
overlap dates
strength score

Questions about this recipe

How can I find warm introduction paths to a target buyer?

Load target buyers' histories via POST /person_detail_lookup/. Rank intro paths by overlap length and seniority and surface them in CRM.

What does it cost to predict warm-intro paths from overlapping work history?

Person enrichment: 1 credit per request, charged whether or not data comes back. People data feed is a flat annual licence, global or regional, not priced in credits. Growth's 8,250 monthly credits cover 8,250 person enrichments, or a mix. Self-serve plans are Starter, Growth, Pro and Scale. See plans and prices

What do I need to run this recipe, and what comes back?

You send target buyer list and team/network member list. You get back intro path, overlap dates, shared organization and strength score, as JSON. You also need a Forager API key, which comes with a free account.

Is there data that shows who used to work with a prospect?

This recipe uses Forager People data feed and Person enrichment. People data feed: A licensed file of 800M+ professional profiles, refreshed on a schedule and delivered to Snowflake or S3. Find colleagues, investors or customers who previously worked alongside a target buyer so reps can ask for an intro.

Is there a free way to try Forager on this workflow?

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.

When should I run this workflow?

When a rep targets an account with no existing relationship. Reps book meetings through trusted intros instead of cold email.

Which Forager products does this recipe use?

People data feed and person enrichment. People data feed: a licensed file of 800M+ professional profiles, refreshed on a schedule and delivered to Snowflake or S3. Person enrichment: a full professional profile for a person from a LinkedIn URL, email or phone: experience, education, skills and contact channels.

How accurate is Forager data?

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 do I find warm intro paths to prospects?

Load team members' and network members' work histories from the people feed. Rank intro paths by overlap length and seniority and surface them in CRM.

Which tools can run this workflow?

Native in Clay, partner-built in Deepline and Cargo, delivered as a data share to Snowflake, Databricks and Amazon S3 and called through the API from Google BigQuery, Make, n8n and your own code. Or call the endpoints in the steps above from your own code with one API key.

How many steps is this workflow?

4 steps: load team members' and network members' work histories from the people feed, load target buyers' histories via POST /person_detail_lookup/, compute overlaps on organization and overlapping role dates and rank intro paths by overlap length and seniority and surface them in CRM.

Is there a contract or minimum commitment?

No contract to start: a free account comes with $5 in credits. To keep using Forager, 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.

A selection of teams that run this job on Forager · plus other sales-tech platforms

  • 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.

  • Vieu
    • ABM & intent

    Relationship-mapping platform that helps sales teams and AI agents find warm introductions.

  • Adzact
    • ABM & intent

    B2B advertising platform that models ideal buyers from business signals.

  • HubSpot
    • CRM add-ons

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

  • Cortex Intelligence
    • ABM & intent

    GTM intelligence platform for account research and outbound.

  • Epoch
    • ABM & intent

    B2B event marketing platform.

Start building

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  • $5 free credits
  • No credit card
  • Run your sample
Platforms and teams that build on Forager
  • Clay
  • Juicebox
  • Nooks
  • Andela
  • HubSpot
  • SeekOut