Gotch is a surname. Notable people with the surname include:
Brad Gotch (born 1962), Australian rules footballer
Francis Gotch (1853–1913), British neurophysiologist
Frank Gotch (1878–1917), American professional wrestler
Frank Gotch (MD) (born 1926), American physician
John Alfred Gotch (1852–1942), British architect and architectural historian
Karl Gotch (1924–2007), German professional wrestler
Tarquin Gotch, British entertainment professional
Thomas Cooper Gotch (1854–1931), English Pre-Raphaelite artist