Cosmetic methods and compositions for improving the appearance and barrier function of skin. The methods and compositions utilize a combination of niacinamide and a suitable saccharide at low pH to decrease trans-epidermal water loss in skin, reduce the size of hyperpigmented spots, and improve the appearance of skin better than their high pH counterparts.