Download ShopStyle Mobile! [2] Attention all iPhone shoppers! Now you can feed your shopping addiction from your phone. All you have to do is download the ShopStyle iPhone app and you can see the latest fashions from hundreds of retailers wherever you go. Make a purchase on the go or email your favorites for later. Behold: the official merging of geek and chic.