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 1342 cashback stores and has no rating yet. 104 out of 1342 stores (about 8%) have the highest cashback rates in the market.