Explore details about location Genessee Drive. Genessee Drive is a location situated within the Youngstown alongside other areas such as Glenwood Avenue, Thornton Avenue, Lincoln Avenue. Additionally, some smaller parts of Genessee Drive include specific areas like Old Furnace Road adding to the diversity of its landscape.