Aside from The Matrix and Charlie Midnight, contributions to the album came from singer-songwriter Meredith Brooks, Kara DioGuardi, Matthew Gerrard, John Shanks and Duff's sister, Haylie, who Duff said knows her better than "anyone else in the world".