Cool Branch is a stream located in Hancock County, Tennessee. It appears on the Lee Valley USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,286.09 feet (392.00 m) above sea level. The nearest populated place is Luther, approximately 1.4 miles to the W.