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Exercise-gated app blocker for phone addiction

Build a mobile app blocker that requires verified physical proof-of-work (squats, pushups, walking steps counted via camera pose detection or sensors) before unlocking distracting apps, sold as a one-time purchase or small subscription to people who have already failed with simple screen-time limiters. Target productivity and digital-wellbeing communities, habit-tracking forums, and self-improvement audiences on Reddit and TikTok who complain that existing blockers are too easy to bypass.

Original post

What to build

A mobile app blocker for Android (and later iOS) that locks distracting apps like Instagram, TikTok, or YouTube until the user completes a verified set of bodyweight exercises (squats, pushups) using front-camera pose detection, sold to people who've already abandoned simple screen-time limiter apps.

A developer already built and is beta-testing a squat-gated Instagram blocker on Android, validating that proof-of-work fitness gating is a sharper hook than standard screen-time limits for an audience that keeps bypassing softer blockers.

Demand

Self-improvement and digital-wellbeing communities who've burned out on easily-bypassed screen-time apps want friction that actually costs effort, not just a settings toggle, and are showing up to volunteer as beta testers for exactly this kind of app.

  • r/microsaas (Reddit)Announcement

    Developer post: 'I made an Android app that locks Instagram until you do verified squats via front camera (Looking for beta testers!)' — posted to r/microsaas soliciting testers.

  • Signal title (self-reported developer post)Announcement

    Developer announces the app is built and functional, actively recruiting beta testers rather than just pitching an idea, indicating a working MVP already exists.

Stack

  • Kotlin + Android UsageStatsManager / AccessibilityService (app-lock enforcement)
  • Google ML Kit Pose Detection or MediaPipe Pose (squat rep counting via front camera)
  • CameraX API
  • Firebase Auth + Firestore (user state, streaks)
  • RevenueCat (subscription/one-time purchase billing)
  • Google Play Console (distribution)

Solo + AI difficulty

The hard part is reliable on-device pose detection across lighting conditions and phone angles to prevent easy gaming of the squat count, plus Android's AccessibilityService/foreground-lock APIs which are fiddly and need careful permission handling; the blocker UI and billing are comparatively easy with existing libraries. A solo builder using AI pairing could reach a rough MVP in 3-5 weeks, with another few weeks of tuning pose-detection accuracy before a public launch.

Entry threshold
Buildable solo in a few weeks using on-device ML Kit or MediaPipe pose detection plus standard Android accessibility/usage-stats APIs to intercept app launches; main friction is Google Play review for apps that restrict other apps, plus iOS being far more locked down for this pattern.
Window
6-12 months

Where to find first users

  • r/microsaas and r/SideProject (where the original post already landed)
  • r/productivity, r/digitalminimalism, r/getdisciplined
  • TikTok/Instagram Reels demo videos targeting self-improvement and 'dopamine detox' audiences
  • Product Hunt launch

Competitors

Counter-signals & risks

  • No independent confirmation that the camera-based squat verification works reliably — pose detection can produce false positives/negatives depending on lighting, framing, and phone placement, and determined users may find ways to game it.

  • Continuous front-camera access for exercise verification raises privacy concerns that could slow adoption or draw extra scrutiny during Google Play app review.

  • Exercise-gated app blockers aren't fully greenfield — adjacent habit-gated and screen-time blocker apps already exist, so standing out and monetizing beyond an initial novelty beta may be difficult.

Original title: I made an Android app that locks Instagram until you do verified squats via front camera (Looking for beta testers!)

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Exercise-gated app blocker for phone addiction — Nichr