 "Play That Song" was written by Natalie Albino, Nicole Albino, Vladimir Felix, Louis Freeze, Stephen Hague, Joseph Hernandez, Malcolm McLaren, Ronald Larkins, Robert Andrews and Tyrone Price.It is a mixture of reggaetón and hip hop music.The song features guest vocals by Nina Sky and B Real of Cypress Hill.