Kreviazuk's husband, Our Lady Peace front man Raine Maida, co-produced the album, along with Butch Walker and Don Gilmore.
Avril Lavigne je pri pisanju večine pesmi sodelovala s kanadsko pevko in tekstopisko Chantal Kreviazuk.