Bemus Point, NY. Sponsored Topics. Bemus Point is a village in Chautauqua County, New York, United States. The village is within the Town of Ellery and located along the eastern shore of Chautauqua Lake. The population was 340 at the 2000 census. Bemus Point is also home of the floating stage with many performers during the summer.