01
Scans every SKU page
Reads each product page across your webstore and marketplace listings — at catalogue scale.
Attributes for Agentic Commerce
AttributeIq: Webstore audit
Humans buy on sight. Agents recommend on facts.
A shopper is convinced by a photo. An AI agent can only recommend what it can read — structured, complete, verifiable attributes.AttributeIQ makes your catalogue legible to the machine.
SKU scan
Attributes
Evidence
Gap flags
Human vs agent
sight sells to people. facts sell to agents.
AttributeIQ closes the gap between what a shopper sees and what an AI can read.
The human shopper
Buys on visual cues
Photography, model shots, lifestyle scenes — the emotional, at-a-glance signals that sell to a person.
The AI agent
Recommends on structured facts
Size, fabric, colour, fit, care, occasion — the complete, consistent, machine-readable fields it needs to trust and cite you.
Sight
AttributeIQ
the bridge
Facts
humans
see
agents
read
What AttributeIQ does
Catalogue legibility, at SKU scale
Scan, compare, and flag — so agents can recommend what they can verify.
02
Compares fields to the product
Checks the attributes on the page against the actual product to find what's missing or inconsistent.
03
Flags the gaps with evidence
Surfaces each missing or mismatched field — size, fabric, colour, fit — with the proof behind it.
Runs inside HyGaarGEO or standalone. A machine-readable catalogue is what gets your products recommended in AI search.
How it works
From scan to evidence
Three steps. Your catalogue once — then agents can verify what they recommend.
- Scan
01Scans every SKU page
Reads each product page across your webstore and marketplace listings — at catalogue scale.
- Compare
02Compares fields to the product
Checks attributes on the page against the actual product — what's missing or inconsistent.
- Flag
03Flags the gaps with evidence
Surfaces each missing or mismatched field — size, fabric, colour, fit — with the proof behind it.
Make every SKU legible to AI agents
Same product. Inside HyGaarGEO or standalone.
Inside HyGaarGEO
Run AttributeIQ in the GEO stack you already use.
Standalone
Use AttributeIQ on its own — same catalogue legibility.