During her intense interview with police, Molly Louvain sarcastically suggests she is responsible for multiple crimes, including the death of "William Desmond Taylor." Taylor, a Hollywood director, was indeed murdered in 1921. The scandal rocked Hollywood. His unsolved death prompted Hollywood's self-imposed Production Code. She also says she killed "Rothstein". This would be Arnold Rothstein, once head of organized crime in New York City. She says she kidnapped Dorothy Arnold - a wealthy socialite who disappeared in New York City on December 12, 1910 and whose case has never been solved. Finally she said she stole Charley Ross. This refers to the kidnapping of Charles Ross, a four year-old child on July 1, 1874 in Philadelphia. This was the first high-profile abduction for ransom case in the U.S. and was never solved. All of these cases would have been familiar to audiences of the day.

Although the play, "Tinsel Girl" by Maurine Dallas Watkins was unpublished, it was copyrighted on 16 October 1931.

One of two 1932 films that starred Ann Dvorak and Lee Tracy.

The term "tinsel girl" is used several times. It refers to the title character in the unproduced play by Maurine Dallas Watkins this film is based on.

Willard Robertson is in studio records in the role of Sergeant Murdock, but he was not seen in the movie.

Richard Cromwell was borrowed from Columbia for this film.