This invention relates to a cosmetic composition for skin application having a velvet effect on the skin comprising, as the cosmetic active ingredient, a glycogen having less than 1,000 ppm of nitrogen and less than 1% by weight of reducing sugars, in at least one cosmetically-acceptable vehicle.