DD Perks grew its membership base 38% last year to 13.6 million members, the company revealed in its most earnings call last month. Around 13% of sales were completed in the app. But that pales in comparison to its closest rival, Starbucks (SBUX), which has 19 million members and gets around 40% of its sales through its app.