"Made in Heaven" was released as the B-side to "Je Ne Sais Pas Pourquoi" and also was written and produced by Stock, Aitken and Waterman. It was a new song which was not included on the album Kylie and an extended remix was also included on the 12" single. A promotional video was produced for "Made in Heaven" which was first issued on the Stock Aitken Waterman hits compilation, The Hit Factory Volume 3 and later on the Greatest Hits 1987-1997 compilation.

In the UK territory, "Je ne sais pas pourquoi" was originally planned to be released as a double A-side with "Made in Heaven". The original plan was to heavily promote "Je ne sais pas pourquoi" during the singles' early chart run, and once the song had peaked, the single would be officially 'flipped' and promotional emphasis shifted to "Made in Heaven" which would become the listed A-side. This marketing tactic had been used similarly with Rick Astley's single "When I Fall In Love"/"My Arms Keep Missing You" with the latter song becoming the singles' 'official' A-side after Christmas 1987. However, after reaching number 2 for 3 consecutive weeks, "Je ne sais pas pourquoi", although included on the widely available Kylie album, performed so well on its own that the plans to release it as a double A-side single were changed.

​The video to "Made to Heaven" solely involves Minogue dancing in front of a bluescreen with images of her previous five videos sampled behind her. She was surrounded by a halo of light and it was the last video before she began to routinely involve dancers and choreographed routines in her videos and performances. Kylie performed "Made in Heaven" at the "Royal Variety Performance" in front of the Queen Mother where she announced it as her new song - "Made in Heaven" was however never released as an A-side anywhere but it was used as the B-side to the international releases of both "It's No Secret" and "Turn It into Love".

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