In the silent film era, Rainbow Studios executives figure they are losing revenue to a rival studio because they don't have Rudolph Valentino. Led by studio head Adolph Zitz, they decide to hold a contest for the World's Greatest Lover in order to find a star to combat Valentino's popularity.