Explore details about location Willow Oak. Willow Oak is a location situated within the Mercer County alongside other areas such as Breezehill Street, Athens, Duncan Road. Additionally, some smaller parts of Willow Oak include specific areas like Old Athens Road, Cottonwood Court, West Virginia Turnpike adding to the diversity of its landscape.