Gouge Branch is a stream located in Mitchell County, North Carolina. It appears on the Micaville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,306.24 feet (702.94 m) above sea level. The nearest populated place is Bandana, approximately 0.8 miles to the E.