Wednesday, July 15, 2026
ProShopClear
A browser extension that re-ranks product listings on Amazon, Walmart, and eBay by authenticity signals—verified purchase review ratio, seller history, page quality—and hides promoted items, learning from user skips to personalize results, with price history and genuine deal alerts.
Target Audience
Frequent online shoppers who open 10+ tabs comparing products and feel manipulated by sponsored listings masquerading as bestsellers. They currently use ad-blockers and manual sorting but still waste minutes per session separating real from paid.
Why Now
A YouTube trending video 'Someone Built A Button To Fix Amazon Search' captured millions of views this week, proving mass frustration with platform search. No major browser extension has captured this niche with a clean UX, and the data enrichment APIs launched on Product Hunt (Context.dev) can power such a tool.
Export to .md with a startup plan — implementation, monetization, first customers.
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