Meal Smart - AI-powered nutrition app delivering daily meal plans .

AI Nutrition App that delivers personalized meal plans, tracks intake, and guides users toward health goals using machine learning and real‑time feedback. Core Features Personalized Meal Plans — tailored daily menus based on goals, weight, activity level, and preferences. Smart Recipe Generator — creates recipes that match macros, allergies, and available ingredients. Automated Grocery Lists — generates shopping lists from weekly plans with quantities and store categories. Meal Logging — quick logging via text, photo, or barcode scanner with automatic nutrient extraction. Calorie and Macro Tracking — real‑time totals and per‑meal breakdowns. Progress Dashboard — visual charts for weight, calories, macros, adherence, and trends. AI Coach Chat — conversational assistant for tips, substitutions, motivation, and micro‑coaching. Meal Prep Scheduler — plan batch cooking, set reminders, and export prep steps. Allergy and Preference Filters — exclude ingredients, enforce diets (keto, vegan, halal), and adapt recipes. Multi‑Device Sync — web, iOS, and Android with offline access for plans and recipes. Advanced Capabilities Personalization Engine — learns from user behavior to refine plans and predict adherence. Wearable and Health App Integrations — import activity, sleep, and weight to adjust recommendations. Food Recognition AI — identify foods from photos and estimate portions. A/B Nutrition Experiments — test different plans and measure outcomes for continuous improvement. API and Export — developer API for integrations and CSV/JSON export of user data. Admin Portal — manage users, view aggregated analytics, and push content or campaigns. Security and Compliance Data Privacy — encrypted storage, GDPR and HIPAA readiness options, and clear consent flows. Role Based Access — separate user, coach, and admin permissions. Audit Logs — track changes to plans and sensitive actions for accountability. Business and UX Notes Onboarding Flow — quick questionnaire, goal selection, and 7‑day starter plan to boost activation. Monetization Options — free tier with basic plans, premium subscription for advanced features, and one‑time coaching packages. Retention Hooks — streaks, progress milestones, personalized notifications, and community challenges.