Yes. Items purchased online may be exchanged within 365 days of shipment through the online return tool, where you can request for a credit and then place a new order through customer care at 1 (8000) 777-000. Most online purchases may be returned to any Bloomingdale's store. Just bring your invoice or your packing slip and the item you are exchanging. More information regarding exchanges can be found here.