Costco Credit Card Review Summary The Costco Credit Card is worth applying for if you have a Costco membership and an excellent credit score. The Costco Anywhere Visa Card by Citi has a $0 annual fee and offers 1 - 4% cash back, giving its bonus rates on gas, travel, dining and Costco purchases.