Calorist | Flutter App AI Calorie and Nutrition Tracker

Calorist is a cross-platform Flutter mobile application (iOS & Android) for tracking calories and nutrition with AI-powered food logging. Built for the health & fitness market, it combines a polished native mobile UI with a production-ready Laravel admin panel backend, Firebase Remote Config, and Google Gemini AI.

The app is organized around five main tabs — Home, History, a center Scan button, Insights, and Profile — giving users a complete workflow from logging a meal to understanding their trends. Snap a photo of a plate, scan a barcode, or just describe a meal by voice — the AI returns calories and macros (protein, carbs, fat) in seconds. Daily goals, a calorie ring, water tracking, and an AI nutrition coach keep users on track.

Note: all of our items are built on the same Laravel base project and use the same setup system, so this installation video applies to every one of them, including this one.

Key Value Propositions

• For End Users: Log food three ways — snap a photo, scan a barcode, or describe a meal by voice or text; get instant calories & macros; track daily goals with a calorie ring and water intake; review your full meal history; and see personalized trends and AI coach tips in Insights.
• For Health-Conscious Users: Set personalized daily calorie and macro targets, track progress against goals, browse a searchable food history, and get an AI-generated weekly summary of your nutrition patterns.
• For App Owners / Developers: A complete, monetizable mobile product with subscription support, multiple color themes, onboarding layouts, paywall variants, push notifications, ads, analytics, and remote configuration — all without rebuilding the AI food-logging pipeline from scratch.