AuthPulse

AuthPulse is a mobile + web AI-assisted pre-purchase authentication and risk-scoring app for luxury goods (bags, watches, sneakers, jewelry). Users upload listing photos, seller screenshots, and any available serial/engraving shots; the app returns a clear “Risk Score,” specific red flags, and a checklist of must-ask questions before paying. It also generates a message template to request missing proof (macro stitching, date codes, movement photos, receipts) and flags common scam patterns (stock photos, mismatched fonts, inconsistent wear, too-good pricing). This is not a magic “100% authentic” stamp—it's a decision-support tool that reduces costly mistakes and wasted time. Monetization: per-check fee ($9–$29) plus a monthly plan for frequent buyers/resellers. Optional paid escalation routes to vetted human authenticators for certain categories.