No, Costco is a wholesale club, therefore it won’t qualify for the grocery bonus rewards. However, there’s a co-branded credit card, the Costco Anywhere Visa by Citi which earns you 2% cash back on Costco purchases and it has no annual fee (but requires a Costco membership).