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

Enzo Barlocco (born 1944), Italian water polo player Luca Barlocco (born 1995), Italian footballer Martín Barlocco (born 1977), Uruguayan footballer

Places Barlocco Isle, one of the Islands of Fleet, in Galloway, Scotland