android-analytics-guide

Android analytics — quick reference

SDK-agnostic patterns for event tracking in an Android app: depend on a typed tracker abstraction, own tracking in the presentation layer, and keep it typed, consent-aware, and tested. A concrete tracking-plan codegen tool and destination are layered on top in their own skill.

Essentials

• Track behind an injected interface - depend on an AnalyticsTracker, never the SDK directly, see references/architecture.md
• Track in the ViewModel, not the UI - screen on entry, events on user intent; the UI raises callbacks, see references/where-to-track.md
• Typed events and screen names - no string literals; a ScreenName and typed events, see references/events-and-screens.md
• User properties and identity via the tracker - typed AnalyticsUserProperty, login / session state, see references/user-properties-and-identity.md
• Gate on consent, keep it PII-safe - anonymize without consent, hash identifiers, see references/consent-and-privacy.md
• Assert tracking with a fake tracker - inject a fake, assert events / screens, see references/testing.md

Gotchas

• Tracking from a composable (or a LaunchedEffect without a stable key) re-fires on recomposition / config change — own it in the ViewModel and key it to state.
• A screen view is just an event; re-tracking it every recomposition inflates counts — track once per actual screen entry.
• AnalyticsTracker belongs in an api module; the SDK lives only in impl. Features depend on api, so tests use a fake and the SDK never leaks into feature modules.
• Raw PII (email, name, customer id) in event parameters is a privacy defect — hash or omit it, and check consent before sending.

Example — VM-owned tracking + a fake-tracker test

class CartViewModel(
    private val analytics: AnalyticsTracker,
) : ViewModel() {
    init { analytics.trackScreen(ScreenName.CART) } // once, on entry

    fun onCheckoutClicked() {
        analytics.trackEvent(ButtonClickEvent(uniqueName = "cart_checkout"))
    }
}

// Test — inject the fake, assert the event; no real SDK
@Test
fun checkout_click_is_tracked() = runTest {
    val analytics = FakeAnalyticsTracker()
    CartViewModel(analytics).onCheckoutClicked()
    analytics.assertEvent(ButtonClickEvent(uniqueName = "cart_checkout"))
}

Progressive Disclosure

Each reference is a trigger — read it only when the user's intent matches; do not preload everything.

• Read references/architecture.md - Load when introducing or reviewing the tracker abstraction, the api/impl module split, or dependency injection of analytics.
• Read references/where-to-track.md - Load when deciding where a tracking call belongs, or fixing duplicate / recomposition-driven events.
• Read references/events-and-screens.md - Load when defining or naming events and screen views, button/toggle clicks, or A/B experiments on a screen.
• Read references/user-properties-and-identity.md - Load when setting user properties, login status, or user / session identity.
• Read references/consent-and-privacy.md - Load when gating tracking on consent, anonymizing, or removing PII from events.
• Read references/testing.md - Load when testing that something is (or is not) tracked, using a fake / test tracker.