Launching a Shopify mobile app is a significant step, but many merchants find their conversion numbers underwhelming in the first few weeks. Before you start questioning whether the app was worth building, it helps to understand why early performance is almost always lower than expected -- and what you can actually do about it. Why Early App Conversion Looks Disappointing The first cohort of users who download your app are almost exclusively your most loyal customers. That sounds positive, but it creates a statistical problem: you are measuring conversion against a tiny, self-selected sample. These people already know your brand, have likely bought before, and downloaded specifically because they trust you. Conversion from this group will not reflect what happens once you start acquiring new customers through paid channels or organic growth. Two other factors compound the problem.…