Are there any restaurants that have chain-specific credit cards?

A lot of restaurants do offer such credit cards. You will usually get cash back when you use such a credit card at one of their specific restaurants. Chase, Visa, and MasterCard are just a few of the many credit cards that have a cash back option when used at restaurants.