Often soap makers will add additives such as spices or milk powder to the recipe to enhance the fragrance of the essential oils used, add additional qualities or just to make it attractive. A trick to help stop the powder forming clumps is to first mix it with a little liquid vegetable glycerine to help it spread more evenly through the mixture.