Open-Source Mobile App Analytics Alternative for Privacy-Conscious Indie Developers
Indie mobile developers need analytics to understand user behavior but Firebase Analytics sends data to Google, Amplitude costs $61K+/year at scale, and self-hosted PostHog focuses on web. An open-source mobile analytics platform that developers can self-host preserves user privacy while providing the retention, funnel, and event analytics mobile apps need.
Problem Statement
An indie iOS developer's app reaches 50K MAU. They use Firebase Analytics but learn Apple's ATT framework means 60% of users opt out of tracking. They consider Amplitude but the pricing jump from free to $61K/year is impossible for a bootstrapped app. PostHog's mobile SDK exists but the platform focuses on web analytics features. They need retention cohorts, screen flow funnels, and crash-context analytics that work within privacy constraints and don't require sending user data to Google or paying enterprise prices.
The Idea
An open-source, self-hosted mobile app analytics platform that provides retention, funnel, and event analytics without sending user data to third-party servers.
Why Now
Privacy regulations (GDPR, CCPA, Apple ATT) restricted mobile analytics data collection; Apple's App Tracking Transparency reduced Firebase Analytics usefulness; indie developers can't afford Amplitude/Mixpanel pricing; PostHog proved the open-source analytics model but focuses on web; mobile-first analytics needs (session replay, crash context, screen flow) differ from web analytics; developer trust in open-source for sensitive analytics data is higher than proprietary solutions.
Target User
Indie mobile app developers with 10K-500K MAU, small mobile development teams at bootstrapped startups, privacy-conscious app developers in health, finance, or children's categories
Target Market
Mobile analytics, indie developer tools, privacy-first software, open-source analytics
The full brief is free to read
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- MVP scope & feature boundaries
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- Score rationale across 11 dimensions
- Monetization model & pricing angle
- Competitors with links
- Acquisition channels & go-to-market
- Risks & counter-evidence
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