A buckeye is technically not a true botanical nut, but rather the poisonous, nut-like seed of the buckeye tree (Aesculus glabra). Appearing as a shiny, dark brown seed with a light-colored spot resembling a deer's eye, it is considered a toxic seed that is inedible to humans and most livestock.