Mount Vernon is located along the eastern edge of Faulkner County at (35.224891, -92.124808) [REF].
Arkansas Highway 36 passes through Mount Vernon, leading north 9mi to Rose Bud, and southwest to U.S. Route 64 at Hamlet.