Spencer Bay is a bay located in Antrim County, Michigan. It appears on the Elk Rapids USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 588.53 feet (179.38 m) above sea level. The nearest populated place is Elk Rapids, approximately 1.1 miles to the NW.