"The Visitors" was released as the album's second (and final) single in the US instead of "Head over Heels," which remained as the B-side.
The single peaked just outside the Top 60 at No. 63 on the singles chart in the U.S., and a double A-sided "The Visitors/When All Is Said and Done" 12" single reached No. 8 on the Billboard dance chart.