The Desert Song and the Cold War: The original refrain for The Riff Song includes the lines: "Ho!/That's the sound that comes to warn you/So!/In the night or early morn, you know/If you're The Red Shadow's foe/The Riffs will strike with a blow/That brings you woe!" In this remake, filmed in the early Fifties at the height of the Cold War and McCarthyism, the "Red Shadow" sounded uncomfortably like the Soviet and Chinese communists, so the lyrics were changed to "If you're El Khobar's foe". When Gordon MacRae re-recorded the songs for the record album featuring Dorothy Kirsten as Margot, the original lyrics were restored.
The movie was shot at the Algodones Dunes near El Centro, California. The Sheik's palace, always seen at a distance, was a matte painting. The scenes of the entrance, walls, garden, etc. of the palace were shot on a sound stage.
When Margot Birabeau (Kathryn Grayson) is singing "One Flower in Your Garden" she reaches over to a rose bush and removes a long-stemmed rose with no effort instead of having to cut it free. She then handles the stem without being pricked by the thorns, revealing that the rose is artificial.