Pixly is personalized movie recommendation app, similar movie finder and social movie discovery platform. You can get very personalized movie recommendations.
MovieLens - MovieLens helps you find non-commercial, personalized movie recommendations.
A Good Movie to Watch - Highly-rated, little-known movie suggestions
TINQ - Get personalised movie recommendations
StayIn - Answer a couple of questions and get a movie to watch
FilmGator - Get ideas for the next movie to watch or see how your friends liked the movie you heard about. Come back afterwards to rate it and add it to your timeline. Simply put: FilmGator – Between Movies!
TasteDive - TasteDive recommends similar music (musicians, bands), movies, TV shows, books, authors and games, based on what you like.