Peek-A-Boo Lake is a reservoir located in Washington County, Indiana. It appears on the South Boston USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 757.70 feet (230.95 m) above sea level. The nearest populated place is New Pekin, approximately 1.9 miles to the SW.