Chestnut Mountain is a summit located in Cocke County, Tennessee. It appears on the Hartford USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,731.74 feet (832.63 m) above sea level. The nearest populated place is Bluffton, approximately 1.7 miles to the NNW.