What ios app is the most reliable for shopping online?

Without knowing what you are shopping for, it is virtually impossible to recommend a shopping app for you, iOS or otherwise. There are so many apps for shopping. There's Zappos, Wish, Wanelo Shopping, Groupon, The Hunt, and hundreds of individual brand and store apps.