Cat Head Bay is a bay located in Leelanau County, Michigan. It appears on the Northport USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 578.28 feet (176.26 m) above sea level. The nearest populated place is Northport, approximately 4.3 miles to the SSW.