A cosmetic composition comprises a fatty part and water so as to form an oil in water emulsion, and also comprises a viscous-making product able to reticulate the water that is chosen from a group including xanthan gum or products deriving from cellulose and an inorganic salt that is chosen from the group of sodium, potassium, magnesium or aluminum chlorides, sulfates or citrates.