Honestly, something more than just 'if you like this then try [result+genre+rating] - maybe have a questionairre for each movie you put in your 'liked' category

Honestly, something more than just 'if you like this then try [result+genre+rating] - maybe have a questionairre for each movie you put in your 'liked' category that creates a more complex matrix of potential like films