Rocky Branch is a stream located in Anderson County, South Carolina. It appears on the Piercetown USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 839.90 feet (256.00 m) above sea level. The nearest populated place is Piercetown, approximately 2.8 miles to the SSE.