Production duo Absolute incorporated a mix of dance-pop, funk and R&B on "Say You'll Be There", which includes a harmonica solo played by Judd Lander, who also played the harmonica on Culture Club's "Karma Chameleon". The other songs produced by Absolute feature different music genres: "Naked" and "Something Kinda Funny" include pop elements with influences of soul music and funk, respectively. "Who Do You Think You Are" is influenced by early-1990s Europop, and incorporates a disco-style beat that resembles the music of the late 1970s. "If U Can't Dance", another heavily dance–oriented song, features a rap section performed by Halliwell in Spanish and contains a sample of Digital Underground's song "The Humpty Dance".