CollabReality

CollabReality is a web and mobile app that acts as a brutally honest deal evaluator for creators and small brands. Creators paste in a campaign brief, contract, or email thread, and the app uses AI to benchmark the offer against real market rates, engagement metrics, and historical deal data. It flags red-flag clauses (perpetual rights, exclusivity traps, unfair usage), underpriced deliverables, and unrealistic brand expectations. Brands can run their own side of the analysis to see if they’re overpaying for vanity metrics or working with creators whose audience doesn’t actually convert. The app doesn’t try to be a fluffy “matchmaking” marketplace; it’s a cold, numbers-driven second opinion that neither side usually has access to. It integrates with YouTube, TikTok, Instagram, and Twitch analytics so the AI can understand real audience quality, not just follower counts. The goal is simple: stop creators from signing stupid deals and stop brands from wasting budget on fake reach or misaligned creators.