Brick-and-mortar retailers - including supermarkets, discounters, drugstores and mass merchandisers - rely heavily on promotions, which typically account for 10 to 45 percent of their total revenues. Although promotions are a powerful instrument for increasing sales and margin, they are also difficult to use effectively.