The present invention relates to the use of a cosmetic composition comprising chicoric acid for the prevention and/or treatment of skin fatty deposits and cellulite in human. Said chicoric acid is more particularly suited for the prevention and/or treatment of skin fatty deposits and cellulite in human characterized by a skin having an orange-peel texture.