ProofPulse

ProofPulse is a mobile + web app that helps shoppers judge whether product reviews are trustworthy. Paste a product URL (Amazon, Walmart, Etsy, Shopify stores) or upload screenshots, and ProofPulse generates a “trust score” based on review patterns: suspicious timing spikes, repeated phrasing, reviewer history signals, rating distribution anomalies, and verified-purchase consistency. It also summarizes the most credible pros/cons and flags common manipulation tactics (incentivized reviews, seller-brigading, review farms). Users can build a watchlist of products and get alerts when a listing’s review profile suddenly changes. The app is brutally practical: it won’t claim certainty, it will show evidence and confidence levels, plus a quick explanation you can understand in 10 seconds. Monetization is freemium: limited checks per month free, paid for unlimited scans, browser extension, and alerts.