What Do I Have to Do is synth orienated and has multilayered vocals. Much of the synth was omitted and the drums, bass and vocals were toned down for the second album version. The third version, the 7" Mix, contains a newer drum track, multilayered vocals in the chorus and relies much less on the synthesizers on the album version. This version of the song also contains samples from American comedian Sam Kinison, and was used for the music video. Originally, "What Do I Have To Do" was planned to be released as the follow-up single to "Better the Devil You Know", but was later released
No Dice by Capitol Records and Apple, with five previously unreleased bonus tracks. Of the bonus tracks, "Friends Are Hard to Find" was an outtake from the same Mal Evans-produced session that saw the recording of "No Matter What" and "Believe Me". "Get Down" was originally attempted with Evans but the version here was recorded with Geoff Emerick. The three remaining tracks, "Mean, Mean Jemima", "Loving You" and "I'll Be the One", were recorded with Emerick between January and March 1971 (after the completion of "No Dice") for the intended follow-up album that was never released. No Dice No Dice is an