Horseshoe Lake is a lake located in Greenup County, Kentucky. It appears on the Portsmouth USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 513.09 feet (156.39 m) above sea level. The nearest populated place is Sunshine, approximately 0.4 miles to the NW.