Rocky Branch is a stream located in Richmond County, North Carolina. It appears on the Ellerbe USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 224.00 feet (68.28 m) above sea level. The nearest populated place is Covington, approximately 4.1 miles to the N.