 Madonna first performed the song on her 1987 " Who 's That Girl World Tour " . She came up on the stage wearing a blue dress to sing the song after finishing a performance of " Lucky Star " . In a similar setting to the original music video of the song , Madonna is backed up by her singers who play her girlfriends . At the end of the song Madonna is asked to dance again by the dancer playing her man in the performance . Her dance in the performance ( and also some other performances in the tour ) was choreographed by Jeffrey Hornaday from Flashdance . Two different performances of the song on the tour were included on two live video releases : Who 's That Girl : Live in Japan , filmed in Tokyo , Japan , on June 22 , 1987 , and Ciao Italia : Live from Italy , filmed in Turin , Italy , on September 4 , 1987 . 
 Madonna first performed the song on her 1987 " Who 's That Girl World Tour " . She came up on the stage wearing a blue dress to sing the song after finishing a performance of " Lucky Star " . In a similar setting to the original music video of the song , Madonna is backed up by her singers <a href='null_relcl' title='1'><mark>who</mark></a>play her girlfriends . At the end of the song Madonna is asked to dance again by the dancer playing her man in the performance . Her dance in the performance ( and also some other performances in the tour ) was choreographed by Jeffrey Hornaday from Flashdance . Two different performances of the song on the tour <a href='uninflect' title='2'><mark>were</mark></a> included on two live video releases : Who 's That Girl : Live in Japan , filmed in Tokyo , Japan , on June 22 , 1987 , and Ciao Italia : Live from Italy , filmed in Turin , Italy , on September 4 , 1987 . 
Madonna first performed the song on her 1987 " Who 's That gurl World Tour " . She came up on da stage wearing a blue dress to sing tdasong after finishing a performance of " Lucky Star " . In a similar settin to the original music video of the song , Madonna is backed up by her singers play her girlfriends . At the end of the song Madonna is asked to dance again by thdaancer playin her man in thedarformance . Her dance in the daformance ( and also sum other performances in the tda ) was choreographed by Jeffrey Hornaday from Flashdance . Two different performances of the sodaon the tour was included on two live video releases : Who 's That gurl : Live in Japan , filmed in Tokyo , Japan , on June 22 , 1987 , and Ciao Italia : Live from Italy , filmed in Turin , Italy , on September 4 , 1987 .