Rattlesnake Spring is a spring located in Franklin County, Tennessee. It appears on the Beans Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 862.59 feet (262.92 m) above sea level. The nearest populated place is Old Salem, approximately 1.1 miles to the WNW.