Gouge Cove is a valley located in Mitchell County, North Carolina. It appears on the Bakersville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,072.02 feet (936.35 m) above sea level. The nearest populated place is Cooktown, approximately 1.2 miles to the WNW.