A new and distinct cultivar of Argyranthemum plant named 'Supa538', characterized by its compact, upright and mounded plant habit; freely branching habit, dense and bushy plants; freely flowering habit with numerous inflorescences per plant; decorative-type inflorescence form with light purple-colored ray florets.