Presque Isle Bay is a bay located in Ashland County, Wisconsin. It appears on the Stockton Island USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 602.10 feet (183.52 m) above sea level. The nearest populated place is Red Cliff, approximately 11.4 miles to the WSW.