Chow Down – AI-powered meal photo tracking for macros and progress

Summary: Chow Down uses AI to analyze meal photos, estimate macronutrients, and track progress toward personalized nutrition goals. It replaces manual food database searches with instant logging and includes gamification and social sharing for accountability.

What it does

Users snap a photo of their meal, and AI estimates portions and macros automatically. The app tracks progress and offers badges and social groups to support consistent nutrition tracking.

Who it's for

Individuals seeking a streamlined, photo-based nutrition tracker that reduces manual entry and encourages accountability.

Why it matters

It eliminates the friction of manual food logging and helps maintain motivation through gamification and social features.