Virtually every fast food restaurant brand takes credit cards, no different than any other store you'll find. However, earning rewards on fast food expenses will depend on the terms and conditions of the card you use. Some cards distinguish between fast food and other restaurants, offering different rewards rates for each category or even none at all.