Zeitz is a German surname. Notable people with the surname include:

Christian Zeitz (born 1980), German handball player Jochen Zeitz (born 1963), German businessman Joshua M. Zeitz (born 1974), American historian, writer and politician Luise Zietz, German socialist and feminist Manuel Zeitz (born 1990), German footballer Paul Zeitz (born 1958), American mathematician

See also Seitz (surname)