A new and distinct cultivar of Geranium plant named `Rainbow`, characterized by its upright and broadly outwardly spreading plant habit; basal branching growth habit; freely flowering habit; purple violet, purple and light purple tri-colored flowers with dark purple-colored venation; and good garden performance.