The song was written by Nate "Danja" Hills, James "Jim Beanz" Washington, Keri Hilson and Marcella Araica, while production was handled by Hills and vocal production was handled by Washington.
Pesem »Piece of Me« je leta 2011 izvedla tudi na turneji Femme Fatale Tour.