John Moore Branch is a stream located in Pike County, Kentucky. It appears on the Elkhorn City USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 754.67 feet (230.02 m) above sea level. The nearest populated place is Federal, approximately 0.1 miles to the SW.