ClarioMeal Product Spec

ClarioMeal Product Spec

Positioning

ClarioMeal is an AI nutrition confidence coach. It helps users log meals quickly while showing how much to trust each estimate and what one correction would improve it most.

Name Direction

Working name: ClarioMeal

Rationale: Clario suggests clarity and honesty, which supports the confidence-first product angle. A trademark and App Store naming check is still required before launch.

Core Experience

1. User answers a short goal onboarding.
2. User snaps or uploads a meal photo.
3. Server analyzes image with OpenAI vision through a PHP API proxy.
4. App shows calories, macros, ingredient cards, confidence, and hidden-calorie flags.
5. User confirms or edits with quick correction chips.
6. Weekly check-in adapts calorie/macro targets from trend weight and adherence.

MVP Scope

• SwiftUI iOS app.
• English default.
• 13 extra languages: Turkish, Spanish, French, German, Italian, Portuguese, Dutch, Arabic, Hindi, Japanese, Korean, Russian, Simplified Chinese.
• Photo picker-based meal scan.
• Mock mode for UI previews and offline development.
• PHP API endpoint: POST /analyze-meal.
• Structured JSON response from OpenAI.
• Safe, non-medical wording.
• Animated onboarding and StoreKit 2 paywall.

Monetization

• Product group: ClarioMeal Pro.
• Weekly product id: com.asilarslan.ClarioMeal.pro.weekly.
• Yearly product id: com.asilarslan.ClarioMeal.pro.yearly.
• Weekly plan includes a 3-day free trial in ios/ClarioMeal/Configuration/ClarioMeal.storekit.

Differentiators

• Confidence range instead of false precision.
• Hidden-calorie detective layer.
• One-question correction flow.
• Clear privacy copy.
• Premium UI that feels calm, exact, and fast.

Later Roadmap

• Barcode scanner and nutrition label OCR.
• HealthKit and Apple Watch integration.
• Weight trend and adaptive target engine.
• Recipe importer and grocery planning.
• Subscription gate with limited free AI scans.
• Account sync and export.