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The song was produced by Tim Lever and Mike Percy and received a mixed reception from music critics. It was released as the album's third single in the third quarter of 1993 and reached the top ten in the United Kingdom, becoming Minogue's third top ten single and is regarded as one of her most popular singles. In Australia it reached the top twenty and became an airplay hit earning a gold certification. Despite missing the top ten, the single spent eighteen weeks in the ARIA top fifty and was the forty-third highest selling single of the year. The music video for the song was filmed in Los Angeles, California and featured Minogue and her then husband actor Julian McMahon on a beach. The dance routine in the video was choreographed by Minogue. The Late Show made a parody called “Holy Shit“. The song was voted on Australias SameSame website as the 35th most gayest song of all time.
