Cleveland is located in Greenville County between Greensville and Caesars Head along Highway 276 on the banks of the Saluda River near the North Carolina state line. Cleveland is a small town northwest of Greenville near the Blue Ridge Mountains.
Cleveland is part of the Greenville-Spartanburg-Anderson metro area.