Pounding Mill Branch is a stream located in Harlan County, Kentucky. It appears on the Harlan USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,450.79 feet (442.20 m) above sea level. The nearest populated place is Yancey, approximately 0.2 miles to the ESE.