Rattlesnake Branch is a stream located in Bledsoe County, Tennessee. It appears on the Mount Airy USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,674.49 feet (510.38 m) above sea level. The nearest populated place is Pailo, approximately 2.5 miles to the ESE.