Robatsch is an Austrian surname. Notable people with the surname include:

Karl Robatsch (1929–2000), Austrian chess player and botanist Robatsch defence, also known as the Modern Defense, hypermodern chess opening named after the player Jannik Robatsch (born 2004), Austrian footballer