"never really over" is an electropop song that contains a house beat. perry co-wrote the song with dagny, michelle buzz, jason gill, gino barletta, hayley warner, and its producers leah haywood and daniel james of dreamlab as well as zedd. the track is inspired by dagny's 2017 song "love you like that" and runs for 3 minutes and 44 seconds.