It's usually in the international isle at the grocery store near bottles of soy sauce, and chili oils. Make sure to buy the "Sweet Thai Chili Sauce" and not chili oils. Chili oils are extremely hot and not at all the right texture for this dish. If you can't find it in the international isle, look near the ketchup and salad dressings.