Q Quick Fit
A photo-first nutrition tracker

Track meals in one tap

Snap your food. We do the rest.

Snap your meal. A private vision AI estimates the macros. You get a daily plan that adjusts to what you actually ate.

Built for people who quit MyFitnessPal

No barcode hunting. No portion sliders. Just photos.

Snap, don't type

One photo replaces a whole diary entry. Estimated calories and macros land in seconds.

Private vision AI

Vision LLM runs on private hardware — your meal photos never touch a third-party API.

Targets that fit you

Calorie + macro goals derived from your body data. Cut, bulk, or maintain — pick one and ship.

Fridge mode

Snap your fridge to get cooking ideas tuned to today's remaining macros.

Trends and coaching

Daily summary plus a weekly digest. Specific suggestions, not generic platitudes.

Install on phone

Add to home screen — works offline, syncs photos when you reconnect. No app store.

Three steps

From sign-in to first tracked meal in under a minute.

  1. Tell us your goal

    A short profile so we can compute calorie and macro targets that match your body.

  2. Snap your meals

    Open Quick Fit, hit the camera, point at your plate. That is the whole workflow.

  3. We track the day

    Macro rings, history, weekly insights. You stop logging — you just keep snapping.

Privacy by design

Photos are personal. We treat them that way. Vision inference runs on private hardware, storage is row-level secured, and we never share your data with anyone.

  • Local vision LLM, no third-party AI
  • Row-level security on every table
  • No tracking pixels, no ads, no resale

Ready to track without typing?

Magic-link sign-in. No password to remember. Free to try.

Sign in to get started