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Methodology

Understand SokoScan

A transparent score, personalized for YOUR pet—based on SokoScan Labs methodology.

100% reproducible Transparent SokoAI
Score architecture

3 independent pillars

Every product is evaluated on 3 dimensions. The final score combines pillars where data is available.

50%Nutrition
Nutritional quality — 50%

Compare proteins, fats, fiber and calories to ideal ranges for each species. The closer to ideal, the higher the score.

ProteinFatFibreCalories

Grading scale

A80-100Excellent
B65-79Bon
C50-64Average
D35-49Poor
E0-34Poor

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Pillar 1 / 3

Nutritional quality

Each macronutrient is compared to ideal ranges for the species. In range = maximum score. Outside = score decreases progressively.

Ideal ranges by species (kibble)

🐶Dog22-35%12-20%320-400
🐱Cat30-42%12-22%340-420
🐰Rabbit12-16%2-4%200-300
🦔Ferret36-45%18-25%380-450
🐠Fish35-50%5-12%300-420
SpeciesProteinFatkcal/100g
Omega 6:3 ≤ 7 Taurine (cat) DHA present High sodium Missing data
Pillar 2 / 3

Ingredient quality

Each ingredient is rated in 4 categories. Earlier in the list = higher impact on score.

Bon90 pts

Fresh meat, vegetables, omega-3, probiotics

Good65 pts

Rice, named by-products, named fats

Filler25 pts

Maize, wheat, starch, vague by-products

At risk5 pts

BHA, BHT, artificial colourings, xylitol

Impact by position

#1
#2
#3
#4
#5
#6
#7
#8

First ingredient weighs 2.5x more than the 6th

Pillar 3 / 3

Risks & Additives

Score starts at 100. Each detected additive deducts points. 171 additives tracked, based on EFSA evaluations.

Aucun

Vitamine E, Taurine

Faible

Lécithine de soja, Caroube

Modéré

Carraghénane E407

Élevé

BHA E320, BHT E321

Interdit

Éthoxiquine (interdit UE)

Safety caps

1 banned additive = score capped

Regardless of quality elsewhere

High-risk additive = score limited

The score cannot exceed this threshold

Natural preservatives = bonus

Vitamin E, rosemary, ascorbic acid

The best for MY pet

Personalized score

Same product, different score — based on your pet's breed, age, allergies, health, and activity level.

Base score+72
Grain allergy-12
Protein adapted+5
Breed: joints-4
Score for Max61/100

Factors taken into account

Declared allergies
Life stage
Breed & predispositions
Different species
Spayed/Neutered
Activity level
Our artificial intelligence

SokoAI

Responsible, minimal AI — serving only your pet's wellbeing.

🧮

Local calculation

  • Score out of 100
  • 3 pillars
  • Personalization
  • Allergen alerts
  • Portions
  • A-E grades

100% reproducible

SokoAI

  • Label reading
  • Product search
  • Classification
  • Safety verification
  • Additive detection
  • Text verdict

Data enrichment only

Minimal AI

SokoAI intervenes once per product. Scoring is entirely local.

Reduced footprint

Compact model, negligible carbon footprint.

Private data

No personal data sent to AI. Personalization is 100% local.

Zero bias

No brand partnerships. Same score for all, no bias.

Scientific foundations

References

SokoScan Labs2026

Nutritional ranges by species and life stage

Proprietary methodology calibrated by species, product type, and life stage

SokoScan Labs2026

Dog & cat nutrient profiles

Minimum thresholds and target ranges for pet food

SokoScan Labs2026

Additive assessment

Safety evaluation database of 171 referenced additives

SokoScan Labs2026

Energy needs of dogs & cats

Reference energy requirements (RER, DER)

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