20th Century Fox bought the rights to the Broadway musical hit especially for Grable but when her movies began to lose money, the executives decided instead to replace her with the fast-rising Monroe.

Holliday was offered and declined the role of Lorelei Lee, as she felt original Broadway Lorelei Carol Channing should have played the role.