Job Posting Sales Trigger Detector

Drop in company URLs. Get back open roles that signal a sales trigger (new CRO, VP Sales, Head of Growth, RevOps director) plus the inferred buying moment.

Why this exists

Sales triggers are the single best predictor of cold outreach reply rate. A company that just hired a CRO is 5 to 10 times more likely to evaluate new sales tooling than one that didn't.

Trigger data costs $99 to $499/mo at LinkedIn Sales Navigator, $300/mo at Crystal Knows, $250/mo at LeadSift.

This actor charges $0.10 per company analysed. No subscription.

What you get back per company

Field	Description
company_url	URL you submitted
company_name	Pulled from the careers page
total_jobs_found	Approximate count of all open roles
trigger_jobs	Array of roles matching your trigger patterns
top_trigger_role	The strongest single trigger (sorted by AI)
trigger_score	0 to 100. 100 = multiple senior triggers
inferred_trigger_event	One sentence on the buying moment
suggested_outreach_angle	One paragraph the seller can paste into a cold opener
evidence_quotes	Exact substrings from the careers page that ground the analysis

Pricing

$0.10 USD per company analysed. Failed scans (no careers page found, blocked) are not charged.

Use case	Companies	Cost
Weekly trigger sweep	50	$5.00
Monthly target account refresh	500	$50.00
Quarterly book of business scan	2,000	$200.00

Compare to LinkedIn Sales Navigator Advanced at $149/mo, $1,788/yr, or LeadSift at $250/mo.

How it works

1. Tries /careers, /jobs, /careers/jobs, /about/careers, /company/careers, /work-with-us, /join-us, /hiring in order.
2. Falls back to scanning the homepage for a "Careers" link.
3. Sends cleaned careers content to Claude Sonnet 4.6 with your trigger role patterns and product pitch.
4. Claude returns structured job data + a buying-moment narrative grounded in evidence quotes.

Inputs

• company_urls: list of company homepage URLs (up to 100 per run).
• your_product_pitch: paragraph describing what you sell. The AI uses this to tailor the buying-moment inference.
• trigger_roles: roles that signal a trigger. Default = revenue leadership. Customize for your ICP (e.g. "Head of Data" for data tooling sellers, "VP Engineering" for dev tools).
• max_concurrency: companies processed in parallel.

Use cases

• SDR teams: Weekly trigger sweep against your account list. Prioritise hot accounts.
• Lead-gen agencies: Sell "trigger-detected" lists at a premium.
• Investors: See which portfolio competitors are scaling sales.
• Recruiters: Reverse use, find companies actively hiring trigger roles to pitch your candidates.

What this actor does NOT do

• It does not check LinkedIn. Public careers pages only.
• It does not infer hires that already happened. Currently-open roles only.
• It does not enrich with contact emails. Pair with Apollo or Clearbit.

Tags

sales-triggers lead-generation b2b ai claude sales-intelligence revops careers-scraper sdr

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Made with Claude Sonnet 4.6 by Emily Ward, Cancel Costs.