Health AI

Nutrition · Meal scan

The AI calorie counter built to say what was hardest to judge.

Made in the UK by Bolt Business Limited, company number 16864050 · No ads, no trackers

Health AI is an AI calorie counter and food scanner for iPhone. Photograph your plate and the AI reading it is asked to estimate the calories, protein, carbs and fat part by part, and to note what it was least sure of. Nothing is logged until you check it and save it.

Coming to the App Store
  • 3 days free, with 30 scans
  • Then £9.99 a month, with 200 scans
  • Cancel any time in your Apple account
A scanned chicken Caesar salad: 520 kcal, 38 g protein, 18 g carbs and 33 g fat, with a note on the dressing.

How it works

How does an AI calorie counter work?

A photo calorie counter starts with a picture, and an AI model estimates what is in the meal. Health AI's scan is asked to work out what the dish is made of and judge each part's weight against the plate or cutlery beside it; the app adds the parts up. You check the result before anything is saved.

What it is asked to count, from the oil in the pan to the milk in your tea

Rather than one guess for the whole plate, the scan is asked to estimate everything in the photo as served, the whole portion rather than a typical one, part by part, and the app adds the parts up.

What Health AI's photo scan is asked to do with a plate of food
On the plateWhat the scan is asked to do
Each part: the meat, the rice, the sauceEstimate it on its own, at its cooked weight as served
How big it isJudge it against a UK dinner plate, about 26 cm across, and any cutlery, hands, cups or cans in the photo
Oil, butter, dressing, sauce, spreads, sugar or milk in a drinkCount them, because they are easy to miss
Bones, shells, skins, stones and peelLeave them out, because you don't eat them
Something it can't seeAssume the usual UK version, such as semi-skimmed milk, and say so in the note
A branded product or a chain's menu item it knowsUse its published figures, for the size shown

The NHS's advice on counting calories asks you to remember the oil and spreads you cooked with, toppings and sauces. The scan is told to count them too.

Tips for a better estimate, from the scanner's own help
Tips for scanning a plate and a label
ScanningDo this
A plateGet the whole plate in frame, from above.
A plateLeave something for scale: cutlery, a hand, the plate's edge.
A plateFind good light. Portion size is the hardest part to judge.
A labelFill the frame with the panel, not the whole box.
A labelHold it flat, and watch for glare on shiny packaging.

What is a calorie scanner?

A calorie scanner is the camera in a calorie counter that reads your food for you: a barcode, a nutrition label or a photo of the plate. In Health AI, a barcode is looked up in food databases and never uses a scan, while a label or a plate is read by AI and uses one of your scans.

A plate, a label or a barcode: which to point it at
The scanner's three modes and the gallery, and which use one of your scans
Point the camera atWhat you getUses a scan
A plate, in FoodAn estimate of everything in the photoYes
A nutrition panel, in LabelThe printed figures as whole numbers, except salt, per portion where the label gives oneYes
A barcode, in BarcodeThe product's published figures, from Open Food Facts or USDANo
A photo you took earlierRead the same way, from the gallery button beside the shutterYes

For anything packaged, Label is usually the closest way to log, because the numbers are read, not estimated. It is told to use kcal, not kJ, and salt as printed.

30 scans in the trial, 200 a month after, and when one is given back
Health AI's scans in the free trial, on the subscription, and after it ends
What you get3 free days£9.99 a monthIf you stop paying
Meal and label scans30200 a monthNo
Barcodes, search and logging by handYesYesYes

A scan the scanner fails to answer is given back; a photo it reads as not food still counts. Scans don't roll over, and each month you pay brings a fresh 200. When they run out, the camera offers to log the meal by hand, with your photo, or to scan a barcode.

Coming to the App Store
  • 3 days free, with 30 scans
  • Then £9.99 a month, with 200 scans
  • Cancel any time in your Apple account

Cancel at least 24 hours before the three days are up and you pay nothing.

Accuracy

How accurate is an AI calorie counter?

It is an estimate, and portion size is the hardest part. A photo shows how big a portion looks, not the oil it was cooked in or how deep the bowl is. A Health AI scan is asked to note what it was least sure of, and for anything packaged, the label or barcode gives the published figures instead.

Which way of logging gets closest to the real number
How close each way of logging food gets to the real calories
Way to logHow close it gets
Food labelThe printed figures, read off the pack. Check the portion is yours.
BarcodeThe product's published figures, if the database has them right.
Search, weighedReference values for that food, at the weight you type.
Photo of the plateAn estimate. Portion size and hidden oil are the usual misses.

The NHS warns that a pack's portion may not be the one you eat. Daily targets, UK food search and barcodes are on the calorie counter app page.

What it does when it can't tell

Fibre, sugar, salt and saturated fat are left blank when the scan can't tell, never put down as 0, because 0 would mean none. It is asked to say in its note whether it read a label or estimated from the photo, and never to call a food good, bad, healthy or unhealthy; a note that does call a food healthy or unhealthy is swapped for a plain one.

A photo it reads as having no food, drink or label in it is turned down, with a short line on what it shows instead, or: "That doesn't look like food or a nutrition label."

Nothing is logged until you check it and save it

The camera closes on the shutter and the scan carries on as a card in your diary: Analysing photo, then the food and its figures. Save logs it to the meal shown, which you can change. Edit opens every figure to change first, the bookmark keeps it as a saved food without logging it, and the cross throws it away.

With no signal, the photo is kept and the card tries again by itself, twice. Waiting cards are kept on your phone if the app is closed.

What it doesn't do, from voice logging to scanning offline
What Health AI's meal scan doesn't do
If you wantHealth AI
To log by voiceNo. Photograph it, or scan the label or barcode.
Each dish in a photo as its own entryNo. Everything in one photo is logged as one entry.
To scan with no signalNo. The photo is kept on its card, which tries twice more by itself, then waits for you to tap Try again.
To scan without an accountNo. Scans are counted per account, so you sign in first.
Your photo is read, not kept by us, and not trained on

Your photos stay yours.

Not kept by us

The photo is sent to be read and isn't stored by us afterwards. What it read is kept for about an hour, so if your phone asks again, it costs nothing.

No location

A photo from your library has the place it was taken removed on your phone before it is sent.

Not trained on

Google's Gemini reads it, or Anthropic if Google is unavailable, and neither is told who you are. The privacy policy says neither may train on it, and each deletes it after holding it for a limited time to catch abuse.

Switch the scanner off, with the coach, in Settings → Coach and scanner. Read the privacy policy.

One plate, start to finish

A chicken Caesar salad, as the app scans it.

Follow one salad from the photo to the diary

The app isn't out yet, so there are no users' stories. Here is one scan instead, the one at the top of this page.

  1. The photo

    Tap Log, then Snap a photo, and take the bowl from above. The camera closes, and a card in the diary reads Analysing photo.

  2. The reading

    Chicken Caesar salad: 520 kcal, with 38 g protein, 18 g carbs and 33 g fat. The note says it is about 300 g, and that "the dressing is the hardest part to judge".

  3. The check

    Edit opens every figure. If the dressing was generous, raise the fat and calories before saving.

  4. Saved

    Add to breakfast puts it in the diary, and its calories and protein come off what is left for the day.

Counting protein too? See the protein tracker, or everything Health AI does.

Health AI's diary: 1,010 kcal left of a 2,200 kcal target, with breakfast logged at 420 kcal.
The diary, showing other meals, not this salad. Screens from the app, with sample data.

Questions

Meal scan questions, answered.

Is there a free AI calorie counter?

Some have a free tier with a few scans a day. Health AI is three days free with 30 scans, then £9.99 a month with 200, and no adverts. Barcodes never use a scan.

Can AI count calories from a photo?

It can estimate them. A photo shows what is on the plate and roughly how much, but not the oil, so the scan is asked to say what it was least sure of, and you can change any figure.

Do you keep my food photos?

No. The photo is sent to be read and isn't stored by us afterwards, and its location is removed on your phone first. The copy on your phone stays with the meal you save and is never copied to your account. The privacy policy says Google, which reads it, and Anthropic, its backup, may not train on it, and each deletes it after holding it for a limited time to catch abuse.

Can it read nutrition labels?

Yes. In Label, it is told to copy the printed figures, per portion where the label gives one. The app keeps them as whole numbers, except salt, which it shows in grams, as UK labels print it.

What happens when I run out of scans?

The camera offers to log the meal by hand, with your photo, or to scan a barcode, which never uses a scan.

How do I cancel the free trial?

In your iPhone's Settings → your name → Subscriptions. Cancel at least 24 hours before the three days end and you pay nothing.

Coming to the App Store in the UK, for iPhone with iOS 17 or later. Screens show sample data.

Every plate, checked before it's saved.

Meal scans, calories, training and runs in one app, with a coach that reads your last 30 days of food, training and runs.

Coming to the App Store
  • 3 days free, with 30 scans
  • Then £9.99 a month, with 200 scans
  • Cancel any time in your Apple account

Cancel at least 24 hours before the three days are up and you pay nothing.