“Off My Face” was first spotted in Justin Bieber’s YouTube exclusive Documentary, Justin Bieber: Next Chapter, as we see the singer deciding the supposed tracklist for his next album in the studio. Confirmed singles like “Anyone” and “Lonely” can be seen listed on the song board.