Gotch is a surname. Notable people with the surname include:
Brad Gotch (born 1962), Australian rules footballerFrancis Gotch (1853–1913), British neurophysiologistFrank Gotch (1878–1917), American professional wrestlerFrank Gotch (MD) (born 1926), American physicianJohn Alfred Gotch (1852–1942), British architect and architectural historianKarl Gotch (1924–2007), German professional wrestlerTarquin Gotch, British entertainment professionalThomas Cooper Gotch (1854–1931), English Pre-Raphaelite artist