SponsorFit

SponsorFit is a web + mobile AI platform that predicts whether a brand–creator sponsorship will actually perform before anyone signs a contract. Creators connect their YouTube, TikTok, Instagram, and Twitch accounts; brands connect Shopify, WooCommerce, or basic sales tracking. The system analyzes historical content, audience behavior, past sponsorships, and conversion data to generate an objective "Fit Score" for each potential collaboration. Instead of vague vibes and inflated media kits, both sides see hard probabilities: expected CTR, conversion ranges, and realistic CPM benchmarks. The app also flags misaligned deals (e.g., audience too young, wrong geography, poor past sponsor performance) and suggests better-matched creators or brands. It’s not a marketplace full of spammy offers; it’s a ruthless filter that helps serious creators and brands avoid wasting time and money on doomed partnerships. The interface is intentionally blunt: green for likely wins, red for likely flops, with clear reasons. This will piss off people who rely on hype, but it will save money for those who care about results.