What Is Lavender? Lavender oil comes from lavender (Lavandula angustifolia), an easy-to-grow, evergreen shrub that produces clumps of beautiful, scented flowers above green or silvery-gray foliage. The plant is native to northern Africa and the mountainous Mediterranean regions, and thrives best...