A powdery cosmetic composition in the form of a compacted powder including, in a physiologically acceptable medium, (i) a pulverulent phase including nanocrystalline cellulose, and (ii) a binder phase. Also, the use of the pulverulent phase for the preparation of a cosmetic composition in the form of compacted powder with satisfactory cohesive properties.