Combine eggnog, chocolate syrup and rum, if using, in a punch bowl, stirring well. Beat whipping cream with an electric mixer on high speed until foamy.
Add powdered sugar; continue beating until stiff peaks form. Dollop whipped cream over eggnog; sift cocoa over top.