Bailey Branch is a stream located in Pike County, Kentucky. It appears on the Wheelwright USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,183.73 feet (360.80 m) above sea level. The nearest populated place is Right Fork of Long Fork (historical), approximately 0.2 miles to the SSE.