A new and distinct cultivar of Chrysanthemum plant named 'Jeanny Orange', characterized by its decorative pompon-type inflorescences with elongated oblong-shaped, light orange-colored ray florets; strong and upright flowering stems; freely flowering habit; early and uniform flowering response; and good postproduction longevity.