Shop Online at USAA MemberShop and Earn Cashback As a USAA member, earn cash back every time you shop online at 1100+ stores. USAA MemberShop has 1328 cashback stores and has no rating yet. 136 out of 1328 stores (about 10%) have the highest cashback rates in the market.