Bailey Branch is a stream located in Fulton County, Arkansas. It appears on the Gepp USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 800.52 feet (244.00 m) above sea level. The nearest populated place is Moody, approximately 2.5 miles to the NNE.