 "Missing" was recorded as a relaxed-sounding guitar-based popular music song that had earned modest broadcasting airplay on US Adult Contemporary radio.The duo gave the track to house music producer Todd Terry to remix for nightclubs.Tracey Thorn later explained to "Rolling Stone" that the song was originally intended as a dance-oriented track