Possum Branch is a stream located in Cocke County, Tennessee. It appears on the Neddy Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,665.60 feet (507.67 m) above sea level. The nearest populated place is Click Mill, approximately 1.6 miles to the ENE.