On December 9, 2013, Bieber announced that the ten Music Monday releases would be packaged with an additional five new songs in a compilation entitled Complete My Journals.
Song "Looking For You", which features hip hop trio, Migos, was possibly going to appear on the album, but never made the final cut due to never being released.