Vinyl LP pressing. Who's That Girl: Original Motion Picture Soundtrack is the first soundtrack album by Madonna. It was originally released on July 21, 1987 by Sire Records to promote the film of the same name. It also contains songs by her label mates Scritti Politti, Duncan Faure, Club Nouveau, Coati Mundi and Michael Davidson. The soundtrack is credited as a Madonna album, despite her only performing four of the nine tracks on the album.