Long Mountain Branch is a stream located in Madison County, North Carolina. It appears on the Spring Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,549.49 feet (472.28 m) above sea level. The nearest populated place is Bluff, approximately 1.7 miles to the SSW.