Rattlesnake Gulf is a valley located in Dade County, Georgia. It appears on the New Home USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 919.31 feet (280.21 m) above sea level. The nearest populated place is Whiteside, approximately 1.8 miles to the NNE.