The second new track to be taken from the band's Direct Hits album, a celebration of their first ten years together, the single was produced by long time Killers collaborator, Stuart Price. The Warren Fu-directed video for Just Another Girl sees the actress Dianna Agron starring as various incarnations of Brandon Flowers throughout the band's video history, from early shorts for Mr Brightside, All These Things That I've Done and Somebody Told Me, via Sam's Town's When You Were Young, Read My Mind and Bones (Devon Aoki and Michael Steger who starred in the original Bones video also reappear), to Day & Age's Human and Spaceman videos and through to the recent stunning promo for Runaways.