Since its release, "Spinning Around" has been included in the set list of each of Minogue's concert tours, except the 2012 Anti Tour. It was the final performance of the encore segment of the On a Night Like This tour, which was launched to promote "Light Years" in 2001. Minogue and her back-up dancers dressed in mid 1980s-inspired outfits while performing the song. The song was performed during the "Droogie Nights" act of the KylieFever2002 tour. In 2005, she performed the song on her . This version of the song featured the piano riff of "Finally", a 1991 song by American recording artist CeCe Peniston. Minogue was unable to complete the tour as she was diagnosed with early breast cancer and had to cancel the Australian leg of the tour. After undergoing treatment and recovery, she resumed the concert tour in the form of in 2007, and performed "Spinning Around" with combined elements of her previous singles "Shocked" and "What Do I Have to Do". The song was performed as part of the "Beach Party" act of the KylieX2008 tour, during which Minogue was dressed as a "sequinned sailor."