Herstad is a surname. Notable people with the surname include:
Harry Herstad (1946–2017), Norwegian civil servant, sports administrator and politician John Herstad (born 1936), Norwegian historian Svein Olav Herstad (born 1969), Norwegian jazz pianist Sverre J. Herstad (1905–1999), Norwegian journalist and politician