AI-driven market-validation platform for founders that runs live experiments across social communities to test ideas and confirm demand before building. Maps ideas to testable assumptions, gathers real comments/conversations/objections, and supplies a founder co-pilot that turns signals into PRDs, roadmaps, and pitch content.