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 1343 cashback stores and has no rating yet. 92 out of 1343 stores (about 7%) have the highest cashback rates in the market.