Cleveland County is a county located in the foothills of the Blue Ridge Mountains and the western Piedmont, on the southern border of the U.S. state of North Carolina. As of the 2020 census, the population was 99,519. Its county seat is Shelby. Cleveland County comprises the Shelby, NC Micropolitan Statistical Area. It is included in the Charlotte-Concord, NC-SC Combined Statistical Area.