Can the app estimate calories from a meal photo?

Yes. The Morsel template sends the photo to Gemini through a Supabase Edge Function and shows a review screen with editable portions before anything is logged.

Does it work before I connect a backend?

Yes. Morsel runs in sample mode on a sample person's two-week log; connect Supabase under Server and add the model key as a secret to make it real.

How do I charge for the app?

With a Pro subscription sold through the App Store and Google Play. FluxNative sets it up on Google Play and in RevenueCat; Morsel shows sample prices until RevenueCat is connected.

Use case

Build a calorie tracker app with AI

Log meals from a photo, barcode or description, follow a daily calorie and macro plan, and track progress toward a goal.

Start building See the template

Screens a calorie tracker app needs

Onboarding
Today
Meal scan
Meal review
Food search
Progress
Pro plan

How to build it with FluxNative

Start from a template or a description
Copy the template or describe your app in chat. Guide
Refine it in chat
Ask for one change at a time; undo any turn. Guide
Connect the backend
Add Supabase, Firebase or Appwrite; the assistant creates the tables. Guide
Build and install
Install Android by QR code; build iOS without a Mac. Guide
Publish
Uploads to TestFlight and Google Play; submits when you confirm. Guide

Data and payments

Data and backend

Meal logs and goals live in Supabase, where the assistant creates rules so each person reads only their own log. Photo estimates call the AI model from an Edge Function.

Payments and store rules

AI estimates cost money per request, so Pro is a subscription sold through store purchases, set up on Google Play and in RevenueCat, with a daily free allowance.

A first prompt to send

Send it as it is, or change the details to match your idea.

Build a calorie tracker: onboarding that asks for age, weight and goal and works out a daily calorie and macro plan, a Today screen, meal logging from a photo or barcode with a review step, a weight progress chart, and a Pro subscription. Call the AI model from a Supabase Edge Function, never from the app.

Frequently asked questions

Can the app estimate calories from a meal photo?: Yes. The Morsel template sends the photo to Gemini through a Supabase Edge Function and shows a review screen with editable portions before anything is logged.
Does it work before I connect a backend?: Yes. Morsel runs in sample mode on a sample person's two-week log; connect Supabase under Server and add the model key as a secret to make it real.
How do I charge for the app?: With a Pro subscription sold through the App Store and Google Play. FluxNative sets it up on Google Play and in RevenueCat; Morsel shows sample prices until RevenueCat is connected.

Which app will you launch first?

Start with a prompt, images, or Figma. No credit card required.

Start building Explore plans