Clinton is located at (36.104772, −84.128487),[REF] along the Clinch River, immediately downstream from a point where the southwestward-flowing river bends sharply to the northeast before wrapping around Lost Ridge and continuing again toward the southwest.
According to the United States Census Bureau, Clinton has a total area of , of which is land and , or 4.91%, is water [REF].