A novel core@shell magnetic nanocomposite Fe3O4/CoFe-layered double hydroxide was successfully synthesized by the co-precipitation method, and then employed as an efficient heterogeneous catalyst for activation of peroxymonosulfate in removal of azo-dye acid orange 7.