Rattlesnake Branch is a stream located in Bledsoe County, Tennessee. It appears on the Smartt Mountain USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,686.21 feet (513.96 m) above sea level. The nearest populated place is Old Cumberland, approximately 2.7 miles to the NNE.