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AI Agentic Commerce

Make your products discoverable on AI shopping surfaces.

Google Shopping, shopping agents, and AI assistants now shape what shoppers consider. They work from structured attributes. We structure your catalog for them, keep it accurate, and integrate it onto the surfaces you sell through.

See it on your catalog
Every value traceable to its source
What we structure

One catalog, ready for every surface.

This is AttrIQ Commerce: your products attributed the way AI shopping surfaces read them, then integrated where you sell.

Stated pulled from an input Derived worked out from the inputs
One attribute set
Esso High-Rise Legging
Women›Activewear›Bottoms›Leggings
Rise High-rise Stated · title
Length Full-length Derived · image
Composition 75% nylon, 25% elastane Stated · spec sheet
Fabric weight Midweight, ~240 gsm Stated · spec sheet
Opacity Opaque, squat-proof Derived · description + fabric weight
Primary activity Yoga, studio training Derived · description
Color Black Stated · variant
Sizes XS, S, M, L, XL Stated · variant
Read the same way on every surface
Shopping feed5 attributes read
product_detailRise: High-riseValid
product_detailLength: Full-lengthValid
materialNylon/ElastaneValid
colorBlackValid
sizeXS, S, M, L, XLValid
Shopping agent4 attributes read
"Opaque high-rise leggings for yoga, nylon blend"
Esso High-Rise Legging · matched on
High-riseOpaque, squat-proofYoga, studio training75% nylon, 25% elastane
AI assistant2 attributes read
"Will these be see-through in a deep squat?"
No. They're opaque and squat-proof, in a midweight ~240 gsm fabric.
Source: description + spec sheet

One attribute set, read the same way everywhere. Every value shows where it came from.

Trusted by Tata 1mg cult.fit FITPASS
What it changes
Discoverable where shoppers start

Your products are in contention on the surfaces where shopping now begins.

Compared on complete data

Agents weigh your products on full attributes. Thin listings get passed over.

The right product recommended

Accurate values lead to the right match, so fewer wrong-fit orders come back.

Fewer suppressed listings

Feeds stop dropping products for missing or invalid fields.

One source for every surface

Structured once, consistent everywhere you sell.

We handle the structuring and the integration. Your catalog and feeds stay as they are.

How it's built

From your catalog to every surface.

  1. 01
    Extract

    We pull what's already there, from the pack, label, images, and text.

  2. 02
    Map to your taxonomy

    Every attribute fitted to your categories and attribute names.

  3. 03
    Derive with evidence

    Attributes printed nowhere, each backed by where it came from.

  4. 04
    Export

    Formatted to each surface's spec and integrated where you sell.

Proof

Held to the standard machines need.

An agent acts on every value it reads. There's no one to catch a wrong one before it becomes a wrong recommendation, or a return. We hold catalogs to 95% against the customer's own data, with every value traceable to its source.

0
attribute accuracy, against the customer's own data
Every value traceable to its source

See how your catalog reads to a machine.

Send us a sample of your SKUs. We'll show which products are ready for AI surfaces and which get passed over, before anything changes.

See it on your catalog Book a demo

Questions

Is this feed management?+

A feed tool moves the data you have. We make that data complete and accurate, trace every value to its source, and integrate it onto each surface.

How is this different from Intelligent Attribution?+

Intelligent Attribution powers everything on your own site: search, filters, recommendations, and your own shopping assistant. This takes the same attribution to surfaces off your site, plus the integration to get there.

Do you replace our feed or PIM?+

No. We integrate with them. Your systems stay in place.

How fast?+

Attribution runs in weeks. Integration timing depends on the surfaces.