Rifle Point is a cape located in Concordia County, Louisiana. It appears on the Natchez USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 57.49 feet (17.52 m) above sea level. The nearest populated place is Bullitt Bayou, approximately 1.5 miles to the NNW.