DOWNLOAD THE RAINBOW APP Its NEW new! LOYAL CUSTOMERS: Thank you for sticking with us! You are the color in our Rainbow. ° Download the latest version of the app. NEW CUSTOMERS: the more of you, the brighter our Rainbow gets. Welcome! Rainbow Shops is a fashion retailer with a whopping ,+ locations in the United States, Puerto Rico, & The U.S. Virgin Islands, where you can SHOP womens clothing, shoes, accessories-juniors, plus size, and kids. Our online counterpart RainbowShops.com features a wide-ranging selection of styles and FREE SHIPPING on orders over $.