Nutrons
  • MISSION

The science behind the score

Why processing matters - even when the nutrient numbers look fine.

NOVA does not score nutrients; it scores the degree of industrial processing a food has undergone. It is one of the core reasons Nutrons looks beyond calories and macros when evaluating food quality.
01 /NOVA Classification

Four groups. One clear processing gradient.

Developed at the University of Sao Paulo, NOVA groups foods by how far they have been transformed from their original structure. Group 4 is where health risk signal is most consistent across large population studies.

Group 1

Unprocessed

Whole ingredients in roughly the form you'd find them in nature.

eggs · tomatoes · oats · chicken · lentils

Group 2

Culinary ingredients

Extracted or refined for cooking. Not really eaten alone.

olive oil · flour · butter · salt · sugar

Group 3

Processed foods

Group 1 ingredients preserved or transformed using Group 2 ingredients.

tinned fish · aged cheese · cured meats · sourdough

Group 4

Ultra-processed

Industrial formulations containing additives with no culinary equivalent.

protein bars · shop-bought bread · flavoured yoghurts

Key finding - Hall et al., NIH 2019

Two diets matched for calories, macros, fibre, and sugar on paper. The ultra-processed arm still consumed around 500 extra calories per day and gained weight.

Same nutrient profile, very different outcomes. The question is not only what is in a food, but what has been done to it.

What researchers think is happening

Food matrix disruption

Whole foods have physical structure - cell walls, fibre networks, water content - that slows absorption and signals fullness. Industrial processing dismantles this.

Additives & the microbiome

Some emulsifiers and preservatives have been shown to disrupt gut bacteria populations and gut lining integrity. The human evidence is still developing, but the pathway is credible.

Hyper-palatability

Foods engineered to hit precise fat, salt, sugar, and texture combinations can override normal satiety feedback loops. Not a willpower failure - a calibration problem.

Eating rate

Ultra-processed foods tend to be softer, pre-broken-down. People eat them faster - outpacing the hormonal signals that register fullness.

nutrons

Sources: NOVA (Monteiro et al., Univ. Sao Paulo) · Hall et al., NIH 2019

Nutrons

FOOD FOR THOUGHT | the future of food intelligence.

nutrons.ai@gmail.com
HomeFoodsMissionPrivacyTermsData

© 2026 Nutrons