Armentano is an Italian surname. Notable people with the surname include:
Amedeo Rocco Armentano (1886–1966), Italian esotericist Anthony J. Armentano (1916–1987), American politician Mariano Armentano (born 1974), Argentine soccer player Paul Armentano, American cannabis activist Ricardo Armentano (born 1957), Uruguayan professor and researcher