Gato or Gatoh is a surname that may refer to:
Enrique Gato (born 1977), Spanish filmmaker Idalmis Gato (born 1971), Cuban Olympic volleyball player Jun Gato (1959–2026), Filipino physician and politician Manuel Gato (born 1984), Spanish association football player Ramón Gato (born 1973), Cuban Olympic volleyball player Shoji Gatoh (born 1971), Japanese author