Shurlock is a surname. Notable people with the surname include:

Art Shurlock (1937–2022), American gymnast Geoffrey Shurlock (1894–1976), British-American motion picture industry executive

See also Shurlock Row, a village in Berkshire, England Shulock, people with this surname