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There's a fantasy sequence in this movie, in which all the Spice Girls are living tough life as mothers. Eventually, all of the Spice Girls became mothers in real-life, having biological children (in fact Mel B and Victoria each had their first child (13 days apart) just over a year after the film's release). As of 2020, Victoria has four children, Mel B has three children, Geri and Emma each have two children and Mel C has one child (also the last one to become a mother). They've all also had at least one child out of wedlock as well.
This movie is listed amongst the 100 Most Enjoyably Bad Movies Ever Made in Golden Raspberry Award founder John WIlson's book THE OFFICIAL RAZZIE® MOVIE GUIDE.
Stephen Fry admitted in an episode of QI (2003) that he took a role in this movie because it allowed him to get autographed posters of the Spice Girls for his nephews, which he claimed "was like ten Christmases for them."
Two real-world deaths after filming prompted edits to the movie. Mentions of Princess Diana and Gianni Versace were made in this movie because they were alive when this movie was made, but died before its release.
On July 14, 2014, the original bus used in this movie was placed on permanent display at Island Harbour Marina, on the Isle of Wight, England.
Gary Glitter filmed a four-minute cameo appearance as himself, but shortly before this movie was to be released, he was arrested on child pornography offenses. The Spice Girls and the production team agreed that his cameo should be deleted from the final print. The performance of Glitter's "I'm the Leader of the Gang (I Am)" was retained.