Woodruff Bay is a bay located in Franklin County, New York. It appears on the Franklin Falls USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,409.28 feet (429.55 m) above sea level. The nearest populated place is Franklin Falls, approximately 1.7 miles to the SW.