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Solutions / Food & Beverage

Dietary and allergen matching for food.

Food search is dietary and allergen-driven, and a near-miss is a lost sale or worse. Catalog Genius structures ingredients, dietary tags, and allergens so 'gluten-free vegan snacks without peanuts' returns safe matches.

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Before and after

The same product, made readable.

Marketing copy still wins the human eye, while the structured attributes are what let an agent match your food & beverage product to a real question.

Before Atomz, an agent reads

Premium food & beverage, beautifully shot and written to read well. Little an agent can match on.

After Atomz, an agent reads

VeganPeanutsWheatSweetItalianBreakfast

The attributes that matter here

What a food & beverage shopper actually searches on.

These are the fields Catalog Genius writes to your metafields for this category. Each one is a match point a human filter and an AI agent can both use.

Dietary
VeganLow-CarbOrganicand more
Allergens
PeanutsDairySoyand more
Ingredients
WheatSugarOatsand more
Flavor Profile
SweetSavorySpicyand more
Cuisine Type
ItalianChineseIndianand more
Meal Type
BreakfastLunchSnackand more

A real query

gluten-free vegan snack with no peanuts

Every word in that query maps to a structured attribute above. That is what makes it answerable, on your store and inside an AI agent.

Allergens and dietary tags are not optional in food search, and once they are structured the catalog answers safely instead of guessing.

Best practices for coffee and beverage brands in AI commerce

The suite, applied to Food & Beverage

Four features, reading one food & beverage catalog.

01

Catalog Genius

Writes dietary, allergens, ingredients, and more to every food & beverage product's metafields, mapped to the Shopify Standard Product Taxonomy.

02

AI Search

Turns “gluten-free vegan snack with no peanuts” into attribute filters and semantic matches, with merchandising rules to pin or promote by margin, stock, or campaign.

03

AI Assistant

Answers grounded in your food & beverage attributes and brand voice, recommends complete in-stock options, and never invents a product you do not sell.

04

AI Insights

Scores how readable your food & beverage catalog is and flags the exact attributes you are missing, product by product.

How Atomz does it

From your catalog to a readable one, in three steps.

Step 01

Read your catalog

Catalog Genius ingests every food & beverage product you already have, with no re-platforming and no manual tagging.

Step 02

Map and extract

Each product is matched to the Shopify Standard Product Taxonomy, and the attributes above are extracted and written to your metafields.

Step 03

Search, assistant, off-site

AI Search, the assistant, and AI agents off your store all read those attributes, so the right product surfaces for the right query.

See how readable your food & beverage catalog is today.

Atomz for Food & Beverage, in short

Can Atomz handle allergens and dietary filters?+

Yes. Allergens and dietary tags are structured attributes, so 'no peanuts' or 'vegan' filter precisely, which matters most in food.

Do I have to tag products by hand?+

No. Catalog Genius reads the products you already have and writes these attributes for you, mapped to the Shopify Standard Product Taxonomy and saved to your metafields. Manual tagging is the thing it removes.

Get started

See what an agent reads when it hits your store.

Drop your store URL for a free readability score, or add the app and Atomz starts making the catalog readable today.

Free, reads your live store in minutes, no card and no install.