Analytics for Indie App Developers: What to Measure Before You Scale
Indie app developers should measure onboarding, retention, paywall conversion, revenue per visitor, errors, and privacy risk before adding complex analytics.
Summary
A simple analytics plan for indie app developers who need useful metrics without a heavy product analytics stack.
Do not start with dozens of custom events.
Measure the subscription loop first.
Keep privacy controls simple and visible.
Measure the path to revenue
Indie developers do not need an enterprise analytics stack on day one. They need to know whether people launch the app, complete onboarding, see the paywall, tap the purchase button, complete the purchase, and return later.
Those questions can be answered with a small event taxonomy and a focused dashboard. More events can wait until the app has enough traffic to justify deeper segmentation.
Avoid vanity metrics
Downloads and page views feel good, but they rarely explain why revenue changed. Paywall impressions, CTA taps, purchase success, revenue per visitor, refund rate, and retention give a clearer picture.
If a metric does not change a product decision, it does not belong in your first dashboard.
Keep setup fast and reversible
A solo developer needs to install the SDK, send a test event, and see it in Live Events quickly. The product should guide them toward the next event instead of forcing them to design a taxonomy from scratch.
Privacy guardrails matter even for small apps. A simple blocklist and short retention window can prevent future cleanup work.
FAQ
Common questions
What should an indie app track first?
Start with App.launch, onboarding completion, paywall viewed, purchase completed, purchase failed, and error events.
Do indie apps need warehouse exports?
Usually not at the start. Focus on dashboards and CSV exports before adding warehouse infrastructure.