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

Halid Muslimović (born 1961), Bosnian singer Kenan Muslimović (born 1997), Austrian and Bosnian footballer Nusret Muslimović (born 1975), Bosnian football manager Zlatan Muslimović (born 1981), Bosnian footballer