In 1956, she and actor Jack Kelly, whom she played opposite in They Rode West, Taming Sutton's Gal and Hong Kong Affair, wed. They divorced in 1964. She was married, secondly, to Jack W. Custer, from 1968–1979. That union also ended in divorce. May Wynn has no children.