“Complicated” finds Olivia O'Brien rebooting Avril Lavigne’s aggressive pop song with a soft piano backing provided by gnash, who collaborated with her to make “i hate u, i love u.”

On her SoundCloud, O'Brien tagged the song “:):” This suggests it’s supposed to be happy and sad at the same time, as it simultaneously forms a smiley face :) and a sad face :(.