Gold Branch is a stream located in McCormick County, South Carolina. It appears on the Evans USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 187.91 feet (57.27 m) above sea level. The nearest populated place is Woodlawn, approximately 1.9 miles to the NE.