Horseshoe Lake is a lake located in Natchitoches County, Louisiana. It appears on the Flora USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 95.98 feet (29.25 m) above sea level. The nearest populated place is Montrose, approximately 1.6 miles to the ESE.