Gugliotta is an Italian surname. Notable people with the surname include:

Guy Gugliotta, American journalist Olga Noemí Gugliotta (1920–1999), Argentine poet Sandra Gugliotta (born 1969), Argentine filmmaker Tom Gugliotta (born 1969), American former basketball player