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Who's that Girl? (1987)   Product detail Format: CD UPC: 07599256112 Label: Warner Bros Label number: 25611 Running time: 39m45s Shipping date: October 25th, 1990   Product availability Click Who's that Girl? soundtrack CD for more info from The MovieMusic Store. Album Tracklist 1.  Who's That Girl - Madonna [3:59] 2.  Causing A Commotion - Madonna [4:21] 3.  The Look Of Love - Madonna [4:04] 4.  24 Hours - Duncan Faure [3:39] 5.  Step By Step - Club Nouveau [4:45] ...see complete tracklist Feedback •  Email this page to anyone. •  Ask a question about the music in this movie. •  Add music info heard in the movie but not listed on the soundtrack CD. •  Add other info not listed above (trivial anecdotes, press quotes, recording anomalies, etc). •  Correct errors listed above (incorrect tracklistings, product codes, typos, etc).