Mobile analytics guides for subscription app teams.
Read practical articles on privacy-safe instrumentation, event taxonomy, paywall analytics, subscription revenue, retention, provider webhooks, and app review preparation.
Start with the jobs your app team actually has.
These articles are built around real implementation decisions: what to track first, how to keep personal data out of payloads, how to debug SDK setup, and how to turn subscription provider events into useful dashboards.
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Featured guides
Does Your Analytics SDK Require the ATT Prompt? A 2026 Decision Tree for iOS Developers
Analytics does not automatically require Apple's ATT prompt. A decision tree covering when ATT applies, NSPrivacyTracking, and per-SDK defaults.
Read articlePrivacy-First Mobile Analytics: Measure Growth Without Cross-App Tracking
Learn how privacy-first mobile analytics measures onboarding, retention, paywalls, and revenue without advertising identifiers or cross-app tracking.
Read articleThe Mobile App Event Taxonomy Subscription Teams Should Start With
Use this mobile app event taxonomy for onboarding, paywalls, purchases, subscriptions, errors, and retention-ready analytics dashboards.
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Instrumentation, privacy, revenue, and retention
Paywall Analytics Events: What to Track Before You Optimize Pricing
Track the right paywall analytics events for impressions, CTA taps, purchases, variants, revenue per visitor, and subscription conversion.
Read articleSubscription Analytics Events for Trials, Renewals, Refunds, and Billing Retries
Design subscription analytics events for trials, renewals, cancellations, refunds, grace periods, billing retries, and provider event ingestion.
Read articleApp Store Privacy Labels and Analytics: A Practical Checklist for Subscription Apps
Prepare App Store privacy labels for analytics by reviewing payloads, identifiers, retention settings, and privacy-safe mobile event collection.
Read articleiOS Analytics SDK Setup: A Privacy-Safe Swift Checklist
Follow this iOS analytics SDK setup checklist for Swift apps, including package install, test mode, safe events, and privacy payload rules.
Read articleAndroid Analytics SDK Setup: Kotlin Events Without PII
Set up Android analytics with a Kotlin SDK, test mode, Maven dependency, safe payload keys, and privacy-first event instrumentation.
Read articleAnalytics SDK Test Mode: How to Debug Events Without Polluting Production Metrics
Use analytics SDK test mode to validate mobile events, setup keys, paywalls, purchases, and webhooks without confusing production dashboards.
Read articleHow to Debug Mobile Analytics Events When Nothing Shows Up
Debug missing mobile analytics events by checking ingest URLs, keys, test mode, simulator networking, payload validation, and Live Events filters.
Read articleMobile Analytics Data Retention: How Long Should Product Events Live?
Choose mobile analytics data retention windows for onboarding, retention, revenue, privacy reviews, exports, and product debugging.
Read articleAnalytics PII Guardrails: Block Risky Payloads Before They Reach Storage
Use analytics PII guardrails to block emails, phone numbers, names, advertising IDs, device IDs, and precise location before event storage.
Read articleMobile Subscription KPIs: The Metrics That Actually Explain Growth
Track mobile subscription KPIs like paywall conversion, revenue per visitor, trial conversion, renewal rate, churn, refunds, and retention.
Read articleRevenue Per Visitor for Mobile Apps: The Paywall Metric Conversion Rate Misses
Use revenue per visitor to compare mobile app paywalls, pricing tests, annual plans, trial offers, and conversion quality.
Read articlePaywall A/B Testing for Mobile Apps: Events, Variants, and Safe Decisions
Run paywall A/B testing for mobile apps with clean experiment events, variant payloads, conversion metrics, revenue per visitor, and privacy-safe analytics.
Read articleRevenueCat, Adapty, and Superwall Webhooks: How to Normalize Revenue Events
Normalize RevenueCat, Adapty, and Superwall webhooks into subscription analytics events for revenue, renewals, refunds, cancellations, and paywall variants.
Read articleMobile App Retention Cohorts: What to Track Before You Trust the Curve
Build mobile app retention cohorts with stable pseudonymous identifiers, App.launch events, onboarding context, app versions, and platform breakdowns.
Read articleAnalytics 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.
Read articleFirebase Analytics Alternative for iOS and Android Subscription Apps
Why subscription apps outgrow Firebase Analytics, what changes in privacy disclosures and revenue reporting, and how to migrate safely.
Read articleTelemetryDeck Alternative for Subscription Apps: What to Compare
A decision framework for choosing a TelemetryDeck alternative for subscription apps: what privacy-first tools share, and how to test the difference.
Read articleMobile Analytics vs Product Analytics: What Subscription Apps Actually Need
Compare mobile analytics and broad product analytics for subscription apps, including SDK context, paywalls, revenue, retention, privacy, and exports.
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