Pleasant Point is a cape located in Salem County, New Jersey. It appears on the Delaware City USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 18.19 feet (5.54 m) above sea level. The nearest populated place is Harrisonville, approximately 1.1 miles to the SSE.