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29 May 2026

How do food scoring apps work?

Food scoring apps turn a product's nutrition and ingredients into a single number or rating. Most are built on two public systems: Nutri-Score, which rates nutrient quality, and NOVA, which rates how processed a food is. The biggest difference between apps is whether the score is the same for everyone (like Yuka) or personalised to your goals (like forme).

What does a food score actually measure?

It depends on the app, but a score usually blends three things:

Apps weigh these factors and roll them into one rating, often colour coded.

What is Nutri-Score?

Nutri-Score is a front-of-pack system that grades a food from A (best) to E (worst) based on its nutrient profile per 100g. Good components like fibre and protein push the grade up; sugar, salt, saturated fat and calories push it down. It is the basis for many app scores.

What is NOVA?

NOVA classifies food by how processed it is, from group 1 (unprocessed or minimally processed) to group 4 (ultra-processed). It says nothing about calories or nutrients directly; it is purely about processing. Many apps fold a NOVA-style processing factor into their score.

Why do two apps score the same food differently?

Because they weight the factors differently, and some personalise. Yuka leans heavily on additives and a general rating, and gives everyone the same score. forme starts from the same kind of nutrition data but calculates the score around your goals, so a high-protein yoghurt can score better for someone building muscle than for someone who is not, with the reasons shown in plain language.

A score built for you, not everyone

forme scores food against your own goals, with the honest reasons behind the number. Always free to scan.

Are food scores accurate?

They are a useful guide, not a verdict. A score is only as good as the underlying data, and packaged-food databases have gaps. The most honest apps show why a food scored the way it did, so you can judge for yourself, rather than handing you a number with no explanation.

The bottom line

Food scoring apps work by turning nutrition and processing data into one rating, usually built on Nutri-Score and NOVA. The question worth asking is not just "what is the score" but "whose score is it". A universal score answers "is this generally healthy". A personalised score, like forme's, answers the more useful question: "is this right for me". It is food guidance, not medical or dietary advice.

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