Grandview Bay is a bay located in Erie County, New York. It appears on the Angola USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 557.74 feet (170.00 m) above sea level. The nearest populated place is Camp Pioneer, approximately 0.3 miles to the ESE.