Explore details about location Rushmore Road. Rushmore Road is a location situated within the Town of East Fishkill alongside other areas such as Cliff Court, Shaker Lane, Innsbruck Boulevard. Additionally, some smaller parts of Rushmore Road include specific areas like Ritter Drive, Fox Hollow Lane adding to the diversity of its landscape.