Explore details about location Riverside Drive. Riverside Drive is a location situated within the Muskegon County alongside other areas such as Fruitport, Ann Street, North Bear Lake Road. Additionally, some smaller parts of Riverside Drive include specific areas like Fruitvale Road, East Fruitvale Road, West Skeels Road adding to the diversity of its landscape.