Most developers and mobile marketers already use AI in their day-to-day workflows. Some developers even vibe code apps with Claude Code or Cursor. However, when it comes to analyzing data, it becomes difficult. Mobile teams end up pasting different screenshots and tables from dashboards into chat windows, then wait for those dancing dots to piece...
If you’re an app developer or marketer who monetizes through in-app advertising (IAA), you probably already know the challenge: how do you calculate ad revenue accurately when the numbers don’t always add up? One dashboard might show $50,000 in ad revenue, while another shows $48,000. Your ad mediation platform reports one figure, but your ad...
Mobile gaming has evolved from a casual pastime into a multi-billion dollar industry, but many developers still struggle with a fundamental question: how do mobile games make money? The answer lies in understanding two critical monetization models: in app advertising and in app purchases, or IAA and IAP, and being able to leverage them effectively. ...
Push notifications. Onboarding optimization. Engagement loops. Mobile publishers know these retention tactics inside and out. But here’s what gets overlooked: your app retention strategies are only as good as your measurement framework. None of these tactics matter if you’re measuring retention wrong. Bad measurement leads to bad decisions. You’ll scale the wrong campaigns, cut the...
LTV Prediction or Predicted Lifetime Value (pLTV) is a metric that forecasts how much revenue a user will generate throughout their entire lifetime, or relationship, with your app. Unlike traditional LTV, which relies on historical data that can take 30-90 days to fully materialize, LTV prediction (pLTV) delivers actionable forecasts within hours. Our pLTV combines...
Did you know that most predicted LTV (pLTV) models weren’t built for hybrid monetization apps? When you’re monetizing through both in-app purchases (IAP) and in-app purchases, user behavior gets complex fast. Standard LTV models can’t handle it, and most pLTV metrics can’t either. savings, and deep insights. “There’s a lack of tools out there supporting...
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