Herbertson is a surname. Notable people with the surname include:
Andrew John Herbertson (1865–1915), British geographer Betty Herbertson, Australian lawn bowler Helen Herbertson, Australian choreographer, winner of the Kenneth Myer Medallion for the Performing Arts in 2007 Herb Herbertson, a character in Nexo Knights Robert Herbertson (1852–1940), Australian politician Samuel Herbertson (1889–1915), Scottish footballer