Description

DietFit helps busy people build healthy habits that last. Our app combines meal planning, fitness tracking, and habit coaching in one place.

Start build

2025

Services

AI calorie tracking mobile app

Result

5K downloads 4.8 ⭐️ App Store rating500+ meals logged this month89% active users at 3 months

Free calorie counter + macro tracker

The problem

AI calorie estimation is happening outside nutrition apps. Many users already ask ChatGPT to estimate calories from meals, but general AI is not built for daily tracking.

The market is shifting from tracking to coaching. The winning product is not the one that only records food. It is the one that turns daily nutrition data into a clear loop: log → understand → adjust → repeat.

Speed has become the new expectation. Users no longer accept slow food search and manual entry.

The opportunity is a fast, AI-native nutrition app that coaches users through daily habits — not just logs their meals

How it works ( 3 steps)

1. Snap

Point your phone at any meal, anywhere

2. AI does the math

Calories, protein, carbs, fat in under 2 seconds, trained on 10M+ foods

3. Watch progress happen

Your weight, trends, and streaks — all in one place. No complicated dashboards.

Personalized Onboarding

AI Coach Chat

Meal Scoring & Health Advisory

Daily Insight Card

Real results & achievements

Downloads since launch

4.8 ⭐

App Store rating

89%

Active users at 3 months

500+

Meals logged this month

Tech stack

Durable workflow runtime
Collaborative, friendly DX for interactivity between humans and agents
Virtual Working Directory - A filesystem for agents

React

Micronaut

Document AI

Centrifugo

YJs

Business model

Plan	For	Value
3-day trial	New users	Try AI meal scan, tracking, and coaching features before subscribing.
Premium	Women actively trying to lose weight	AI Food Analyzer, AI Coach chat, meal scoring, daily insights, weekly plan, and health-aware guidance