Bailey Lake is a lake located in Ashland County, Ohio. It appears on the Ashland North USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,047.76 feet (319.36 m) above sea level. The nearest populated place is Bailey Lake, approximately 0.1 miles to the ESE.