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 1321 cashback stores and has no rating yet. 86 out of 1321 stores (about 7%) have the highest cashback rates in the market.