When purchasing a wrap dress, it is recommended to choose a size that fits your largest measurement comfortably (bust, waist, or hips). Wrap dresses are designed to be adjustable, so if you are between sizes, it's better to size up. This will allow you to adjust the dress to your desired fit, ensuring that you are comfortable and confident in your outfit.