Coon Bayou is a lake located in Madison County, Louisiana. It appears on the Fortune Fork USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 73.87 feet (22.52 m) above sea level. The nearest populated place is Fortune Fork, approximately 1.6 miles to the NNE.