Nowadays, Starbucks remains the most popular mobile payment app in America as it keeps a lead over other payment apps, according to eMarketer data. In 2018, 23.4 million people ages 14 and overused the Starbucks app to make a point-of-sale purchase, one million users more than Apple Pay.