Lake Geneva is a lake located in Lake County, Florida. It appears on the Lady Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 78.18 feet (23.83 m) above sea level. The nearest populated place is Fruitland Park, approximately 1.4 miles to the SSE.