Salvia semiatrata is a perennial native to the Sierra Madre del Sur in the Mexican state of Oaxaca, growing at elevations of 6,500 ft (2,000 m) or higher. It prefers the edges of pine forests, and is also found on limestone cliffs and banks and in cactus scrub habitats that are dry and exposed.