"XOXO" was produced by RedOne Production members De Paris and Rush Aziz, while the composition was handled by Junior, Ameerah A. Roelants, Aziz, Mamann, and Yohanne Simon.Musically, it is an uptempo dance-pop song that was compared by a reviewer at KKBox.com to the work of American recording artist Lady Gaga.