I also strongly recommend http://tastekid.com/ . The recommendations are great, although it tends to give them very narrowly (very similar movies, rather than related movies you might enjoy but are in a different style). The name is also very unfortunate, but I love it.

Thanks for this - never had heard of jinni and after playing around for a few minutes I already found some awesome new movies that I wanna check out