Cerović () is a surname. Notable people with the surname include:

Ivan Cerović (born 1982), Croatian tennis player Miloš Cerović (born 1980), Serbian swimmer Novica Cerović (1805–1895), Montenegrin noble Srđan Cerović (born 1971), Serbian footballer and manager Stojan Cerović (1949–2005), Serbian journalist