 Burzanović was a constant member of Serbia and Montenegro national under-21 football team.On 8 June 2005, Burzanović earned his first and only cap for Serbia and Montenegro as a substitute for Miloš Marić in the third minute of second-half stoppage time against Italy.The friendly match, which took place in the Canadian city of Tornto, finished as a 1–1 draw.