A portable electronic device for automatically rating a music track comprised in a set of music tracks and a method therein are provided. The portable electronic device detects at least one user interaction during performance of the music track. Next, the portable electronic device adjusts a rating of the music track based on the detected at least one user interaction, thereby automatically rating the music track.