Cleveland County is a county located in the U.S. state of Arkansas. Its population was 7,550 at the 2020 U.S. census. The county seat and largest city is Rison. Cleveland County is included in the Pine Bluff, AR Metropolitan Statistical Area, which is also included in the Little Rock-North Little Rock, AR Combined Statistical Area.