SceneSnob

SceneSnob is a mobile + web AI app that learns your real film taste by analyzing what you actually finish, rewatch, and rate over time—not what you say you like. Instead of generic “Because you watched…” rows, it builds a brutally honest taste profile: pacing tolerance, subtitle comfort, violence threshold, attention span, and mood patterns. It then aggregates ratings and reviews only from people with similar taste profiles, not the general population, so you stop wasting time on overhyped, algorithm-pushed junk that doesn’t land for you. The app plugs into major streaming services via OAuth where possible (or manual logging where not) and uses this viewing history to refine its model. You get a tight, low-noise watchlist for tonight, not a thousand-option paralysis buffet. Realistically, this is not a billion-dollar unicorn idea, but it can be a solid niche product for serious film watchers who are sick of Netflix-style recommendation sludge and want something that actually respects their time and preferences.