Explore details about location Lake Point Drive. Lake Point Drive is a location situated within the Madison County alongside other areas such as Hawkins-Thompson Lane, Mannsdale Road, Brown Road West. Additionally, some smaller parts of Lake Point Drive include specific areas like Edgewater Cove adding to the diversity of its landscape.