Cooley Lake is a lake located in Price County, Wisconsin. It appears on the Butternut Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,498.91 feet (456.87 m) above sea level. The nearest populated place is Kaiser (historical), approximately 1.7 miles to the SW.