Birthday Cake Cookies are soft, chewy treats bursting with the sweet, nostalgic flavor of classic birthday cake. Made with a buttery vanilla base and loaded with colorful rainbow sprinkles, these cookies often include hints of almond or cake batter flavor for an extra festive touch. Some versions are topped with a light glaze or white chocolate drizzle for added sweetness.