Gustloff is a German surname. Notable people with the surname include:
Wilhelm Gustloff, the German leader of the Swiss Nazi party
See also MV Wilhelm Gustloff, a German military transport ship which was sunk on 30 January 1945. Gustloff Werke, manufacturing facilities such as the subsidiary Otto Eberhardt Patronenfabrik