The IRS doesn’t specifically address this topic, leaving it widely open to interpretation. Most tax experts agree that credit card rewards earned through the use of the card are non-taxable rebates and that you should be fine as long as you spend money to get something. Based on this logic, it's only when there's an actual exchange of cash, such as in the case of a sign-up bonus, that you may need to declare something.