Gulston is a surname. Notable people with the surname include:

Francis Gulston (1845-1917), English rower Joseph Gulston (disambiguation), three persons of that name Theodore Goulston or Gulston (1572–1632), English physician and scholar William Gulston (1636-1684), Bishop of Bristol