NHS Food Scanner App: What It Shows and What It Leaves Out
The NHS Food Scanner app rates a barcode high, medium or low in sugar, salt and fat. See the UK label bands, like 22.5 g sugars per 100 g, and its gaps.
Topic
A photo calorie counter recognizes the food on your plate and estimates the portions. Recognizing the food is usually the easy part. Portions, cooking oil and sauces are where estimates drift, because a camera can't weigh anything or see what's mixed in.
Before you save a photo entry, check a few things, and know when typing or scanning is quicker. In Calsa, a photo result is an estimate you can fix in seconds, and once the grams are confirmed the calories come from a food database.
Log my first mealLatest guidePhoto logging
Choosing a food scanner app? A barcode record can be stale, and one photo test missed portions by 33.4%. See where each scan slips and what to check.
Read the guideKey number33.4%GPT-4o portion error on 806 weighed meal photos
The NHS Food Scanner app rates a barcode high, medium or low in sugar, salt and fat. See the UK label bands, like 22.5 g sugars per 100 g, and its gaps.
Cal AI reviews: of the 500 newest US App Store reviews, 252 gave one or two stars, most often over billing. An NIH test found photo estimates 345 kcal low.
An AI food tracker reading a photo ran a third low in a 2026 NIH test. See five studies, a worked plate and five habits that close the gap.
Is Foodvisor free? The app is free to download. Barcode scans and manual logging cost nothing, while photo analysis needs Premium. Prices by country.
Cal AI vs MyFitnessPal: photo-first logging against search, who owns whom, prices and a plate where 1 tbsp of oil adds 119 kcal a photo can miss.
Calo app alternative? Its US App Store rows, all named Calo Premium, run from $3.99 to $59.99 with no period. Plus a plate test for photo tracking.
Is Cal AI free? Not for scanning: a 3-day trial, then a subscription listed from $2.99 to $29.99 on the US App Store. Prices and cancel steps inside.
Is an AI nutrition coach app reliable? ChatGPT hit within 10% of the database for 35% to 48% of foods. See what a chat does well and how to test one.
A calorie counter AI turns a photo into calories, with 24% to 36% average error in tests. See how it works, what it misses and how to cut the error.