The community takes its name from the level highlands upon which it is situated—the "flat top," which follows the crest of "Great Flat Top Mountain" for nearly 30 miles, from the New River Gorge, in the northeast, to the Virginia border in the southwest. The Lilly Monument, erected to honor the memories of settlers Robert and Fannie Lilly, overlooks the community from a knoll to its northeast.