Coon Branch is a stream located in Cocke County, Tennessee. It appears on the Paint Rock USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,752.19 feet (534.07 m) above sea level. The nearest populated place is Wasp, approximately 2.4 miles to the SSW.