 Madonna 's 1987 film Who 's That Girl was a box office failure , reason being Madonna trying to do many different things together in the film . According to Taraborrelli , Madonna appropriated a Judy Holliday voice , along with Marilyn Monroe 's hair and make @-@ up for the film , which — according to critics — was somehow designed for actress Carole Lombard , and hence it failed . However , the soundtrack of the film proved to be a big success . The album consisted of four Madonna songs , along with tracks by obscure Warner Bros. Records ' acts like Club Nouveau , Scritti Politti and Michael Davidson . Three of Madonna 's songs were released as singles , namely : " Who 's That Girl " , " Causing a Commotion " and " The Look of Love " , all of them were successful . 
