Blair Branch is a stream located in Blount County, Tennessee. It appears on the Kinzel Springs USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,023.62 feet (312.00 m) above sea level. The nearest populated place is West Millers Cove, approximately 1.4 miles to the NE.