Following the assassination of Ražnatović in 2000, Borislav Pelević became president of the party. At the last legislative election in 2003, the SSJ was a part of the For National Unity alliance. However, the coalition failed to receive any seats. The SSJ merged into the Serbian Radical Party in 2007.[4]
On 21 January 2013, the party was re-founded as the Council of Serbian Unity by Pelević, Slobodan Radosavljević and Jelena Kostić in Belgrade.[6] The new party took part in the 2014 parliamentary election as part of the Patriotic Front coalition, but failed to reach the 5% threshold.[7]