Austbø is a Norwegian surname. Notable people with the surname include:
Edvin Austbø (born 2005), Norwegian footballer Fredrik Austbø (born 1988), Norwegian snowboarder Håkon Austbø (born 1948), Norwegian pianist Iven Austbø (born 1985), Norwegian footballer Johan Austbø (1879–1945), Norwegian teacher