Is your product data readable by Google & LLMs? Get your free data audit.

Turn your products into LLM-ready data

Structure your product data to win in Google, ChatGPT, and whatever comes next—boosting visibility, traffic, and sales
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Trusted by 300+ stores. 1M+ attributes enriched. 5-star rated.

AI can’t rank what it doesn’t understand.

Google, ChatGPT, Shopping filters, and LLM-powered search engines all rely on structured product data to understand your catalog. If your attributes are missing, messy, or inconsistent, your products won’t show up—anywhere.
Skipped by Google, ChatGPT, and Rufus
Missing from Shopping filters and search results
Poor feed data = wasted ad spend
Buyers can’t find what they’re looking for
LLMs recommend competitors with better data
We enrich your catalog so it speaks the language of AI — and gets surfaced across Google, ChatGPT, Shopping, and more.
12
enrich attributes( id: ‘cotton, white, linen’)
“I own two businesses, one with over 350,000 products and one with 35,000 products. This has been our best investment in growth—backed by 43+ years of experience across both businesses!.”
John Moore
Owner & President, Everything Truck Parts

We turn messy product catalogs into clean, structured data that AI understands.

We structure your data so it ranks in Google, appears in ChatGPT, and gets found by AI discovery tools.

No spreadsheets. No hires. Just structured product data that boosts visibility and drives revenue.
Enriching attributes...
Color
Material
Pattern
Publish
Require Approval
12
enrich attributes( id: ‘Color, Material’)

How Attributes works (in 4 steps)

How we turn messy product data into structured, AI-readable content
1. Connect
2. Enrich
3. Sync
4. Optimize
Mens T-shirt
Black cotton
Material
Color
Pattern
Audit
Enrich
Step one

Connect your store

We pull in your product data and content automatically from Shopify or other eCommerce platform.
10
11
// Create metaobjects
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  material: ‘cotton’,
  audience: ‘male’,
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  pattern: ‘none’,
  size: ‘Small’,
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  color: ‘back’,
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)}
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Step two

Extract & enrich attributes

Our system turns your messy titles, bullets, and descriptions into clean, structured attributes.
Searching for attributes...
100+ products enriched
Step three

Build & sync your structured feed

We generate the enriched product catalog and sync it back to Shopify, BigCommerce, or wherever your store lives — ready for Google, ChatGPT, and whatever comes next.
Sneakers
Finding attributes....
Material
Color
Pattern
Enrich
Publish
Step four

Stay optimized as your catalog grows

We update new SKUs, enrich missing data, and ensure your feed stays AI-ready.
Structured data powering 300+ ecommerce brands
We help eCommerce stores—from fast-moving startups to scaled-up B2Bs—turn messy product data into structured attributes that AI and search engines understand.
5x
Increase in organic revenue from enriched product data and schema
40%+
Lift in AI-powered conversion rates (ChatGPT, Rufus, etc.)
Save 33%
Save 33%
Monthly
One-Off

Catalog Foundation

$
1500 one-time
One-time setup for long-term visibility
Structure My Catalog
Includes:
Full product data audit
Attribute framework tailored to your catalog
Schema & structured data setup (JSON + metaobjects)
Clean, normalized catalog baseline
Required before starting catalog enrichment
Trusted by 300+ brands. No obligation—see your data issues before you commit.
Save 33%
Most Popular

Catalog Enrichment

$
1000 p/m
Monthly enrichment that drives discovery & revenue
Enrich My Catalog
Includes:
Up to 5,000 SKU enrichments per month
Attribute extraction from web and image content
Onboarding for new SKUs
Continuous updates + automated QA
Dedicated catalog success manager
Requires Catalog Foundation setup
1M+ SKUs enriched across Shopify, Magento, BigCommerce & more. No lock-in.

Catalog Foundation

$
1500 one-time
One-time setup for long-term visibility
Structure My Catalog
Includes:
Full product data audit
Attribute framework tailored to your catalog
Schema & structured data setup (JSON + metaobjects)
Clean, consistent catalog baseline
Required before starting catalog enrichment
Trusted by 300+ brands. No obligation—see your data issues before you commit.
Most Popular

Catalog Enrichment

$
1500 one-time
Enrichment that drives discovery & revenue
Enrich My Catalog
Includes:
Up to 5,000 SKU enrichments
Attribute extraction from web and image content
Onboarding for new SKUs
Continuous updates + automated QA
Dedicated catalog success manager
Requires Catalog Foundation setup
1M+ SKUs enriched across Shopify, Magento, BigCommerce & more. No lock-in.

Fix your data. Boost your visibility. Get found in AI and search.

Get My Free Audit
Book a Strategy Call
About Attributes
What we doPricing How it worksGet free catalog audit
Get in touch
Talk to a strategistGet in touchPhone: 250 253 2296Offices in Canada & UK
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Trusted by 300+ stores. 1M+ attributes enriched. 5-star rated.