Summary Spotify uses your Taste Profile to personalize music suggestions based on your preferences – no set place to locate it. Improve your Taste Profile by excluding playlists from your suggestions to pivot away from certain genres. Changing your Taste Profile is a gradual process that requires retraining the algorithm