SmartFitAI
Nutrition

Your plate, counted without losing your day to it.

A food diary built on the French reference food database, a barcode scanner, and AI that reads your meal photos. You log what you eat, the app handles the math.

Counted right,
without the mental math.

Barcode scan, plate photo, French food database — precision without the manual entry.

The food database

The French reference table, not a rough estimate.

SmartFit runs on Ciqual, the nutritional composition table published by ANSES, France's food safety agency. It's the reference dietitians use across France. For branded products, OpenFoodFacts fills in the rest.

3,178

Ciqual foods

Raw ingredients and everyday dishes, with their official values: energy, protein, carbs, fat, fiber. Search ignores accents — a French search for "creme" still finds "Crème fraîche".

+

OpenFoodFacts

Ciqual doesn't know your favorite box of cereal. The OpenFoodFacts community database rounds out the catalog with branded products and their labels.

Adding a meal

Three ways in, whatever you have on hand.

01

Search

Type "cooked lentils," pick it from the Ciqual list, adjust the quantity in grams. The values recalculate down to the gram.

02

Scan the barcode

Point your camera at the packaging. The product is identified and its nutritional values are pulled in as-is.

03

Photograph your plate

Snap a photo of the dish. The AI breaks it down into separate foods, each with an estimated portion, and totals up the meal.

AI photo

A whole plate isn't a single line item.

Most apps log "lunch: 600 kcal" and stop there. SmartFit separates out each food it recognizes in the photo, with its estimated portion. You stay in control: every line can be corrected, removed, or added to before you confirm.

That's what makes the diary actually useful afterward — for adjusting your protein, spotting where your carbs are coming from, or repeating a meal that worked well for you.

Example breakdown

  • Grilled salmon 140 g 290 kcal
  • Sweet potato 200 g 172 kcal
  • Green vegetables 150 g 51 kcal
  • Soft-boiled egg 1 piece 78 kcal
Meal total 591 kcal
Real life

Nothing is off-limits. Everything is counted.

A kebab on Friday night doesn't ruin a week — ignoring it does. A photo is enough: every food is recognized, weighed by estimate, and logged into your day like everything else. No judgment, no "forbidden food," no lying to your own diary.

Crispy chicken burger on a plate
Burger and fries, Saturday night out
Two margherita pizzas with fresh basil
The shared pizza, slice by slice
Kebab loaded with lettuce and sauce
The post-workout kebab
Smart fridge

You list what you have. The AI cooks with it.

No endless shopping list, no missing ingredient. You list what's in your fridge and cupboards, and the AI suggests recipes that use only that — and fit within today's targets.

What you list

  • Eggs
  • Comté
  • Lettuce
  • Zucchini
  • Bell pepper
  • White beans
  • Milk
  • Flour

What it suggests

  • Zucchini and Comté omelette
  • White bean and bell pepper soup
  • Flour flatbreads, with a side salad

Example suggestions based on the list shown here.

Your targets

Numbers that are calculated, not guessed.

Your calorie need starts from the Mifflin-St Jeor formula, applied to your profile: age, height, weight, sex, activity level. It's then adjusted for your goal — weight loss, maintenance, or bulking — and split into protein, carbs, and fat.

The diary highlights what you have left for the day, not what you've already eaten. At 3pm, the useful question isn't "how much have I eaten," it's "what can I still fit on the plate tonight."

Never under 1,200 kcal

Whatever deficit is requested, the calculated target is floored at 1,200 kcal a day. An app that pushes you lower isn't helping you — it's putting you at risk.

Recalculated when your profile changes

Change your weight, goal, or activity level, and your calorie and macro targets follow — no setting to touch.

Beyond the diary

The rest of your day matters too.

Intermittent fasting

You choose your eating window and the app tracks the countdown: fasting time elapsed, time until the next opening.

Hydration

A counter for glasses and liters, with a daily target. Two taps to log, nothing more.

Meal plan

A weekly meal schedule, built around your targets, so you stop improvising at 7:45pm.

Recipes

For when you don't know what to cook.

Recipes weighed down to the gram, with macros calculated on the same Ciqual tables as the rest of the app — and logged in one tap, no manual entry. Six are free to browse in full.

Try the diary on your real meals.

SmartFit AI is in closed beta on TestFlight. Nutrition tracking is free, and your feedback goes straight into what comes next.

Join the beta