In 1992, when Pet Shop Boys were asked by Derek Jarman to perform at an AIDS charity event at The Haçienda nightclub in Manchester, Chris Lowe of the duo selected "Go West" as the song they would perform (It was originally a song by the Village people)
Though singer Neil Tennant was unable to remember the lyrics during that performance, the two decided to record it as a single