Rattlesnake Spring Branch is a stream located in Franklin County, Tennessee. It appears on the Huntland USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 829.69 feet (252.89 m) above sea level. The nearest populated place is Old Salem, approximately 0.7 miles to the NE.