Burlington (department store) - Wikipedia Burlington, formerly known as Burlington Coat Factory, is an American national off-price department store retailer, and a division of Burlington Coat Factory Warehouse Corporation with more than 1,100 stores in 47 states and Puerto Rico, with its corporate headquarters located in Burlington Township, New Jersey