Chestnut Mountain is a summit located in Watauga County, North Carolina. It appears on the Deep Gap USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,591.23 feet (1,094.61 m) above sea level. The nearest populated place is Rutherwood, approximately 0.8 miles to the SE.