SwapSense

SwapSense is a mobile + web AI-assisted substitution app that focuses on “will this still cook right?” rather than generic swap lists. You paste a recipe link or photo, mark what you’re missing (or dietary constraints like gluten-free, low FODMAP, nut-free), and it returns ranked substitutions with predicted impact on taste, texture, rise/thickening, and cook time. It also flags high-risk swaps (e.g., baking chemistry) and offers a safer alternative path (e.g., change method, adjust hydration, add binder). The app includes a small, curated pantry profile so suggestions match what you actually have. Monetization is realistic: freemium with limited swaps per day, plus a paid tier for advanced baking guidance, dietary profiles, and “salvage mode” for failed dishes. This is not a magic chef—just pragmatic decision support for home cooks.