Talvin Gen Wei Lee@Talvin29

GapHunter is a dual-audience labor market intelligence platform built on Bright Data's real-time scraping infrastructure and Claude AI. FOR JOB SEEKERS: Upload CV → Claude Haiku extracts skills → Bright Data SERP discovers live LinkedIn and Indeed job URLs → LinkedIn Dataset API pulls structured postings → weighted gap analysis ranks each missing skill by frequency × freshness × opportunity. Real market gaps, not guesses. FOR HR TEAMS: Enter your company name → Claude auto-detects your primary competitor → Bright Data scrapes their live postings → market news fetched in parallel → three AI threads fire simultaneously: Competitive Intelligence (what they're building vs. your gaps), Skill Priority Map (Critical / Growing / Emerging tiles), and Talent Hunter (candidate personas with leaving signals, LinkedIn search, and outreach templates). Training Roadmap generated with real course links discovered by Bright Data SERP at analysis time. BRIGHT DATA USAGE (4 products): SERP API for job URL discovery, market news, and course links. LinkedIn Dataset API for structured job extraction. Web Unlocker for company profile intelligence. Scraping Browser for JS-heavy regional job boards. No cached databases. No static CSVs. Every result is live data from the moment of the request. Built in 5 days.

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