Remember, if you are spreading the frosting on a sheet cake, the frost can be very soft. If you are frosting a layer cake, you will want your icing about the consistency of softened butter (spreadable, buy not dripping off of a spoon). If you are planning to pipe the icing, continue adding powdered sugar until the frosting can be touched without sticking to your hand.