At youth level, Prodanović was a regular member of the Serbia and Montenegro winning squad at the 2004 European Under-18 Championship.[1] He subsequently helped the nation win the gold medal at the World Under-19 Championship in August 2005.[2] Later that month, Prodanović also participated at the 2005 World Under-21 Championship, as the team finished as runners-up.[3]