Horseshoe Lake is a lake located in Day County, South Dakota. It appears on the Lily USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,764.07 feet (537.69 m) above sea level. The nearest populated place is Lily, approximately 2.7 miles to the WSW.