AI Slop Detector for Hiring Managers
The Problem
Hiring managers drowning in AI-generated cover letters and resumes. GPTZero-style tools unreliable for hiring context. Need purpose-built screening for recruitment that flags AI-generated applications without false positives on genuine candidates.
Real Demand Evidence
Found on twitter/x ↗·Today
90% of applications I receive now are clearly ChatGPT-generated. I can't tell if the person actually has the skills or if they just prompted well.
Competitive Landscape
No direct competitors found
Underserved market — strong signal for first-mover opportunity.
Willingness to Pay
Hiring tools command $50-200/mo per seat. Companies already spend $500+/mo on ATS platforms. Adding AI detection as a feature would easily command $29-79/mo premium.
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