Mobile app analytics / 3 min read

Mobile app analytics your growth agent can act on

Explicit mobile events plus revenue, crash, and store context—built for agent-ready growth work.

Illustration for Mobile App Analytics for Agent Workflows

Product data preview

Signals to agent context

Funnels, instrumentation, and evidence your coding agent can act on.

Explicit events—no hidden screen recording.
Combines analytics with revenue, crash, store, and code context.

Track mobile app analytics for onboarding, paywalls, retention, crashes, reviews, and revenue so AI agents can prioritize product improvements.

Who this is for

Start here if the problem below sounds familiar. You do not need every connector on day one—just enough signal for the Growth Engineer to propose work you can review.

  • Apps tracking onboarding, paywalls, activation, and retention
  • Subscriptions using AnalyticsCLI with RevenueCat and Sentry
  • Teams wanting reviewed growth tasks from production data

How it works

The loop is the same across guides: connect evidence, let the agent read it, then ship a reviewed task with a verification metric.

  1. Instrument onboarding, paywall, purchase, retention, and feature events.
  2. Keep debug validation separate from release data.
  3. Connect RevenueCat, Sentry, App Store Connect, feedback, and GitHub.
  4. Let the Growth Engineer rank work and draft an issue or PR plan.

What you get back

The output should be concrete enough to review without opening five dashboards.

  • Explicit events—no hidden screen recording.
  • Combines analytics with revenue, crash, store, and code context.
  • Built for Growth Engineer handoffs, not charts alone.

Common questions

Quick answers before you connect product data to an agent.

What should a mobile app track first?

Onboarding completion, activation, paywall views, purchases, retention, and core value actions.

Can mobile analytics feed coding agents?

Yes—scoped CLI workflows expose data agents can query.

Does this replace RevenueCat or Sentry?

No—they stay source systems; AnalyticsCLI adds product behavior context.