According to a recent Mercator Advisory Group study when asked the question “At which of the following types of stores have you ordered ahead online or through a mobile app for pickup or immediate delivery?” 34% said Mass Merchandisers or Big Box retailers. Coming in a close second was quick service/fast food restaurants at 33%.