Randall Point is a cape located in Washington County, Maine. It appears on the Machias USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 21.90 feet (6.68 m) above sea level. The nearest populated place is Machiasport, approximately 0.8 miles to the NW.