But many of those purchases may be on Amazon's app, as 65% of U.S. online consumers have the retailer's app installed on their phones, according to an Internet Retailer and Bizrate Insights survey conducted in March. We asked shoppers how many retail apps were installed on their phones, which retailers' apps and how often they purchase through apps. These are the results.