Pounding Mill Branch is a stream located in Pike County, Kentucky. It appears on the Majestic USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 866.14 feet (264.00 m) above sea level. The nearest populated place is Glen Alum Junction, approximately 0.5 miles to the NE.