For best results, do not substitute granulated sugar for powdered sugar in this recipe. The powdered sugar is finer in texture and includes cornstarch, which gives key lime cookies a softer, melt-in-your-mouth consistency. The powdered sugar is also necessary for the signature coating of these cooler cookies. They just wouldn't be the same without it.