Build an AI SDR's daily call list from hiring signals

Give reps a short daily batch of in-market accounts with the right person and a direct number.

Get a free API key + $5 Get a sample run

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

Uses POST /job_search/, POST /person_role_search/, POST /person_contacts_lookup/phone_numbers/ · Job postings API reference

What it costs: 15 credits per mobile found. A mobile or email lookup that returns nothing costs 0 credits. Enrichment and search are charged per request: credit pricing.

How the data flows

3 inputs → Job postings API + People search + Mobile numbers + Person enrichment → 5 fields sample data

01 · Inputs

Title

VP Revenue Operations

territory

linkedin.com/in/sam-specimen

daily date window

linkedin.com/in/sam-specimen

02 · Forager

Job postings API + People search + Mobile numbers + Person enrichment POST /job_search/

Match found

03 · Outputs

Sam SpecimenVP Revenue Operations · Example Inc.

organization: Example Inc.
role title: VP Revenue Operations
phone number: +1 (512) 555-0133
name: Sam Specimen
work email: sam@example.com

5 fields in the responseexample data

Steps

Query POST /job_search/ (title, date_featured_start = yesterday, locations) for roles that imply need
Group postings by organization and score by volume and recency
Find the hiring manager or buyer with POST /person_role_search/ (organizations, role_title)
Add mobiles via POST /person_contacts_lookup/phone_numbers/ and deliver a ranked daily batch to the dialer

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. Query POST /job_search/ (title, date_featured_start = yesterday,
# locations) for roles that imply need
r1 = requests.post(f"{BASE}/job_search/", headers=HEADERS, json=body)

# 2. Group postings by organization and score by volume and recency

# 3. Find the hiring manager or buyer with POST /person_role_search/
# (organizations, role_title)
r2 = requests.post(f"{BASE}/person_role_search/", headers=HEADERS, json=body)

# 4. Add mobiles via POST /person_contacts_lookup/phone_numbers/ and deliver
# a ranked daily batch to the dialer
r3 = requests.post(f"{BASE}/person_contacts_lookup/phone_numbers/", headers=HEADERS, json=body)

# 1. POST /job_search/
curl -X POST \
  https://api-v2.forager.ai/api/{account_id}/datastorage/job_search/ \
  -H "X-API-KEY: $FORAGER_KEY" \
  -H "Content-Type: application/json" \
  -d @request.json

# 2. POST /person_role_search/
curl -X POST \
  https://api-v2.forager.ai/api/{account_id}/datastorage/person_role_search/ \
  -H "X-API-KEY: $FORAGER_KEY" \
  -H "Content-Type: application/json" \
  -d @request.json

# 3. POST /person_contacts_lookup/phone_numbers/
curl -X POST \
  https://api-v2.forager.ai/api/{account_id}/datastorage/person_contacts_lookup/phone_numbers/ \
  -H "X-API-KEY: $FORAGER_KEY" \
  -H "Content-Type: application/json" \
  -d @request.json

Generated from the recipe stepsRequest fields: API reference

Run it yourself: Job postings API reference

Get a free API key + $5 Get a sample run

Free API key
No credit card
Run your sample

Inputs and outputs

Inputs	Outputs
ICP role keywords	`organization`
territory	`job title + date_featured`
daily date window	`buyer name`
	`role_title`
	`phone_number`

Questions about this recipe

How can I build a daily call list of companies that are hiring for relevant roles?

Query POST /job_search/ (title, date_featured_start = yesterday, locations) for roles that imply need. Find the hiring manager or buyer with POST /person_role_search/ (organizations, role_title).

What does it cost to build an AI SDR's daily call list from hiring signals?

Job postings API: 2 credits per request, charged whether or not data comes back. People search: people search 1 credit per request and people search: role details 1 credit per request, charged whether or not data comes back. Mobile numbers: 15 credits per mobile number found, and a mobile number lookup that finds nothing costs 0 credits. Person enrichment: 1 credit per request, charged whether or not data comes back. Growth's 8,250 monthly credits cover 550 mobiles or 8,250 search requests, 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 daily date window, ICP role keywords and territory. You get back buyer name, job title + date_featured, organization and phone_number, as JSON. You also need a Forager API key, which comes with a free account.

What are good buying signals for an AI SDR?

Give reps a short daily batch of in-market accounts with the right person and a direct number. Prospecting becomes a short daily routine with reps calling in-market accounts first.

Can I test the job postings API 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.

When should I run this workflow?

Each morning, new job postings appear at accounts that match the ICP. Prospecting becomes a short daily routine with reps calling in-market accounts first.

Which Forager products does this recipe use?

Job postings API, people search, mobile numbers and person enrichment. Job postings API: search live and historical job postings by company, title and location to spot hiring signals. People search: find the people who hold a role at target companies, filtered by title, seniority, department and location.

How do I know the data is right?

Forager ranked #1 of 10 in Clay's 2026 test of mobile data providers, by quality score: Clay's measure of how likely a dialled number reaches the right person. 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 build call list from companies hiring?

Query POST /job_search/ (title, date_featured_start = yesterday, locations) for roles that imply need. Find the hiring manager or buyer with POST /person_role_search/ (organizations, role_title).

Which tools can run this workflow?

Native in Clay and Zapier, partner-built in Deepline and Cargo and called through the API from your own code, Make and n8n. Or call the endpoints in the steps above from your own code with one API key.

How many steps is this workflow?

4 steps: query POST /job_search/ (title, date_featured_start = yesterday, locations) for roles that imply need, group postings by organization and score by volume and recency, find the hiring manager or buyer with POST /person_role_search/ (organizations, role_title) and add mobiles via POST /person_contacts_lookup/phone_numbers/ and deliver a ranked daily batch to the dialer.

Do I need a subscription?

Not to test: 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.
Amplemarket
- AI SDRs
Selected use case: mobile numbers inside its contact waterfall.
Roger
- AI SDRs
AI outbound sales rep.
HubSpot
- CRM add-ons
Selected use case: enriching contact and company records with people, company and job-posting data.
Bitscale
- GTM workflow builders
Selected use case: Forager in its contact waterfall for mobile numbers.
Jeeva AI
- AI SDRs
Agentic platform of AI digital workers for sales teams.

Build an AI SDR's daily call list from hiring signals

How the data flows

Steps

Inputs and outputs

Questions about this recipe

How can I build a daily call list of companies that are hiring for relevant roles?

What does it cost to build an AI SDR's daily call list from hiring signals?

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

What are good buying signals for an AI SDR?

Can I test the job postings API for free?

When should I run this workflow?

Which Forager products does this recipe use?

How do I know the data is right?

How do I build call list from companies hiring?

Which tools can run this workflow?

How many steps is this workflow?

Do I need a subscription?

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