Oak Point is a cape located in Ashland County, Wisconsin. It appears on the Long Island USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 593.83 feet (181.00 m) above sea level. The nearest populated place is Odanah, approximately 4.8 miles to the SE.