// idea #37 · Data

Job Market Trend Analyzer

Agent scrapes job boards and produces weekly hiring trend reports for recruiters and career coaches.

⚡ Low Effort Data 💰 $99–$499/mo 🤖 88% autonomous ⏱ 1 week to launch
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Revenue potential
$99–$499/mo
Time to launch
1 week
Agent autonomy
88%

How the agent runs it

Agent scrapes 50K+ job postings weekly, extracts required skills, salary ranges, and demand trends by role and geography. Produces dashboards and weekly PDF reports for subscribers.

Tech stack

Claude APILinkedIn Jobs scraperIndeed APIPythonNotion API

Monetization

$99/mo career coaches, $499/mo recruiting agencies (multi-client access).

Key risks

  • Job board ToS on scraping
  • Data lags actual market by 2–4 weeks

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Job Market Trend Analyzer
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