To commemorate the fifth anniversary of its Play Store, the company released a series of lists highlighting its most popular apps, games, books. See the top 50 most popular android mobile apps in Google Play Store in United States based on SimilarWeb usage ranking. Fresh Meat: 10 new Android apps worth checking out. New apps need lovin' too, right? Every day there are thousands of additions to the Google Play store, but.