Gatto is a surname. Notable people with the surname include:Anthony Gatto, American juggler Emanuele Gatto, Italian footballer Joe Gatto (artist) (1893–1965), American artist Joe Gatto (comedian), American comedian John Taylor Gatto (1935-2018), American educator, writer, and activist Mike Gatto, American politician Oscar Gatto, Italian cyclist