This invention relates to a composite material comprising and preferably composed of at least one destructured gel of a gelifiable water-soluble polysaccharide, at least one starch gel, and one or several inorganic or organic fillers. The invention also relates to a cosmetic composition comprising this material, and a care method including application of this composition, particularly to matify the skin, without fluffing.