 "Ooh La La" was Goldfrapp's first song to feature the electric guitar, an instrument that they had avoided due to its overly recognisable rhythm. When they recorded the song, Gregory played the keyboard bass as Goldfrapp sang. Her microphone picked up the "clattering" of Gregory's pressing the keys, which they added to the chorus. The song is written in the common verse-chorus form and features additional instrumentation from synthesizers and a bass guitar.
