GTM Hiring Signal Scraper

live$0.05/resultSignal Detection

Detect companies actively hiring GTM teams. Scrapes Greenhouse, Lever, and Ashby for Sales, RevOps, and Growth roles. Flat JSON with role counts and velocity signals. Built for Clay enrichment columns. MCP-ready for Claude Desktop, Cursor, and AI agents.

Use Cases

  • Clay enrichment column. Add as a Clay integration to flag companies actively hiring GTM roles, then filter your outbound list to only signal-positive accounts.
  • Outbound trigger. Run daily on your target account list to detect new GTM job postings and trigger a personalized outreach sequence within 48 hours of posting.
  • TAM qualification. Score your total addressable market by hiring activity to prioritize accounts showing active GTM investment.

Features

  • gtm_hiring_signal, one boolean to gate on
  • 20 signal tags, AE through CRO
  • Velocity and change detection across runs
  • 22 flat fields, snake_case, one row per domain
  • Three ATS platforms probed in parallel

Input

domainstringrequired

Bare company domain.

domainsarrayoptional

Batch mode input.

modestringoptional

single for Clay row-by-row, batch for bulk lists. Default: single.

role_filterarrayoptional

Narrow to specific GTM functions.

ats_slugstringoptional

Override slug derivation for unusual boards.

include_role_detailsbooleanoptional

Return the full role list, not just counts and tags. Default: false.

previous_gtm_role_countintegeroptional

Prior run's count, unlocks velocity.

previous_run_datestringoptional

Prior run's date, unlocks days_between_runs.

Output schema

json
{
  "domain": "stripe.com",
  "company_name": "Stripe",
  "ats_platform": "greenhouse",
  "slug_source": "override_map",
  "gtm_hiring_signal": true,
  "gtm_role_count": 7,
  "gtm_signals": ["AE", "SDR", "RevOps"],
  "top_gtm_role": "VP of Sales",
  "signal_strength": "high",
  "career_page_url": "https://boards.greenhouse.io/stripe",
  "role_count_delta": 3,
  "velocity_signal": "growing",
  "days_between_runs": 7,
  "change_detected": true,
  "change_type": "new_roles",
  "new_gtm_roles": ["Enterprise AE, EMEA", "RevOps Manager"],
  "run_date": "2026-06-18T16:12:51.759Z",
  "error": null
}

Pricing

$0.05per result

Pay-per-event billing on the Apify platform. You are charged only when the actor returns a result. No subscription, no seat license.

Free-tier Apify accounts include monthly free compute. Upgrade for higher concurrency and volume.

Available on

Apify Store