Bonus rewards are typically set by the issuer, though some cards allow users to select between two or three bonus category choices. Rewards credit cards that are branded under a specific airline or hotel chain typically give the most bonus rewards for purchases made through them. Additionally, many credit cards offer promotional bonus offers for spending at a specific retailer.