For Food and Grocery

Food data shoppers and regulators can trust.

Food and grocery products carry attributes that have to be right: ingredients, allergens, nutrition, certifications, and handling. Shoppers filter on them, regulators require them, and AI agents read them. atronous generates and validates that data and delivers it channel-ready.

What AI agents see

Thin attributes on the left. Rich, agent-ready attributes on the right. Drag to compare what an AI agent can read when it decides what to recommend.

Raw product photo
Before OLIVAR · OG-500 atronous C-score 40%

OG-500 OLIVE OIL XV 500ML

$24.00 13 issues
Specifications
Volume500ML
Grade
Extraction
Acidity
Varietal
Origin
Allergens
Best before

Missing description

No GTINUncategorized10 fields missing
Cold-pressed olive oil, view 2Cold-pressed olive oil, view 3Cold-pressed olive oil, view 4Cold-pressed olive oil, view 5Cold-pressed olive oil, view 6Cold-pressed olive oil, view 7
Olivar Cold-Pressed Extra Virgin Olive Oil, 500 ml
After OLIVAR · OG-500 atronous C-score 98%

Olivar Cold-Pressed Extra Virgin Olive Oil, 500 ml

$24.00 Ready to deliver
Specifications
Volume500 ml
GradeExtra virgin
ExtractionCold-pressed, first extraction
AcidityBelow 0.5%
VarietalArbequina blend
OriginMediterranean
AllergensNone
Best before18 months

A cold-pressed extra virgin olive oil from a first cold extraction, in a 500 ml glass bottle. Bright and peppery with a low acidity, suited to finishing and dressing.

  • Cold-pressed, first extraction
  • Extra virgin, acidity below 0.5%
  • 500 ml glass bottle
GTIN 0190246550114Grocery › Pantry › Olive OilEvery value validated
Drag the divider. Hover the dots to see what atronous generated and validated.
Why it matters

In food, the attributes are the product promise.

Grocery assortments are deep, and every item carries ingredients, allergens, nutrition facts, certifications, and dietary claims. That data has to be accurate and consistent across thousands of items and many brands.

Shoppers filter on allergens and diets, and they trust what they read. AI assistants do the same. Missing or wrong attributes mean lost sales and real risk.

Why it matters

Structured food data, built on trust.

Ingredients, allergens, nutrition

atronous generates and validates the regulated attributes food shoppers and agents depend on, from ingredients and allergens to nutrition and certifications.

Power dietary and allergen filters

Shoppers and AI agents narrow by diet and allergen. Complete, validated attributes keep your products in the right filtered results.

Standardize across brands at scale

atronous normalizes attributes across thousands of items and many brands into one validated, channel-ready source.

How it works

Generate. Validate. Activate.

1

Generate

atronous generates structured attributes for every item, built for how shoppers, regulators, and AI agents read food data.

2

Validate

Deterministic logic validates every attribute against category and standards rules, including identifier checks. AI generates. Deterministic logic validates.

3

Activate

Verified, channel-ready data flows to your commerce platform, search, and agents as one authoritative source.

The constraint engine spans 400+ categories, each validated on its own rules, so a rule for one food category never contaminates another.

Validated, structured food data, ready for filters, compliance, and AI discovery.

63product attributes per SKU in a single delivery run
50K+records processed at a 98%+ success rate
400+product categories in the constraint engine
100%identifier pass rate, zero duplicates

atronous is not a PIM.

PIMs store and organize what you already have. atronous generates and validates the attributes you do not, then activates them across your channels, search, and agents.

Free data readiness scan

See your food and grocery data validated.

Send a sample of your products and we return it generated, validated, and checked for the attributes shoppers and regulators require. No pitch.

Make your food data accurate and discoverable.

We analyze a sample of your products and send back what is slipping through. No pitch.