"Planet Earth" begins with a slow synthesised sweep backed with electronic rhythm, but the real rhythm section of throbbing bass and crisp drums soon kick in. Muted guitar carries the up-and-down melodic hook of the song as the singer joins in. The song was the first to explicitly acknowledge the fledgling New Romantic music/fashion movement, with the line "Like some New Romantic looking for the TV sound".