FaceAlarm — face massage coaching timer with AI
iOS app born from real life: wife runs a face massage coaching business, needed a timer with guided exercises. No good app existed — built one.
What it does: guided face massage timer with exercise sequences, AI-powered form feedback (on-device via Apple Foundation Models), progress tracking. Privacy-first: all data stays on device.
Stack: Swift + SwiftUI + StoreKit 2 + CoreML/Apple Foundation Models. On-device AI for form analysis — zero API cost.
Status: active, App Store live.
Lessons:
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Products from life = real pain, not hypothetical
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iOS utility apps: $2-5K MRR ceiling (hardest niche to monetize)
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On-device AI removes the cost barrier for AI features in freemium
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validated-apps-2026 — FaceAlarm listed as portfolio product
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apple-on-device-ai — uses Apple Foundation Models for on-device inference
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one-pain-one-feature-launch — classic example: one pain (wife’s business), one feature (timer), launched
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portfolio-approach — one product in the barbell portfolio