In casting the role of Marilyn Monroe, director Larry Buchanan conducted a "National Marilyn Monroe Lookalike Contest" which was won by unknown 21-year-old Alexis Pederson. After reading the script Pederson turned down the role and instead it was offered to Misty Rowe, who took it.