A new and distinct cultivar of Chrysanthemum plant named `Golden Surfer`, characterized by its upright and rounded growth habit; freely branching growth habit; uniform and freely flowering habit; duplex-type inflorescences with bright yellow-colored ray florets and yellow green-colored disc florets; and excellent garden performance.