Chestnut Mountain is a summit located in Gilmer County, Georgia. It appears on the Cashes Valley USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,789.90 feet (850.36 m) above sea level. The nearest populated place is Chopped Oak, approximately 1.7 miles to the SE.