Explore details about location Pleasant Hill. Pleasant Hill is a location situated within the Mercer County alongside other areas such as Rockamoor Lane, Sandy Lane, City View Hts. Additionally, some smaller parts of Pleasant Hill include specific areas like Birch Lane, Gardner Loop Road, Gardner Road adding to the diversity of its landscape.