App Analytics Strategy for Startups: Building Clean Reporting from Day One

Most startups do not struggle with analytics because tools are unavailable. They struggle because analytics planning happens after the product is already live. The team launches the app, installs a tracking tool quickly, adds a few events, and promises to organize the data later. Months pass, dashboards stop making sense, and different teams begin quoting different numbers for the same metric. That situation is common because analytics was treated as a tool decision instead of an infrastructure