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Working titles for the film were Women Confidential, Pleasure Girl and The Blonde in 402. The Hollywood Reporter review of the film inadvertently refers to it as Vice Squad. Hairstylist Joan St. Oegger's first name is misspelled as JoAnn. Vice Raid opens with a voice-over monologue that describes how crime syndicates manage the most lucrative aspects of crime: narcotics, gambling and prostitution. Off-screen narration continues sporadically throughout the film. A June 1959 Hollywood Reporter news item adds Donna Dale to the cast, but her appearance in the film has not been confirmed. Publicity materials and some reviews list Frank Gerstle's character as "Lt. Brennan," but his rank is listed as captain in the film.