Zanuck was born in Wahoo, Nebraska on September 5, 1902 to Louise (née Torpin) and Frank Zanuck. Zanuck was married to Virginia Fox from 1924 until they separated in 1956. They had three children. One of their children was movie producer Richard D. Zanuck who produced "Jaws".