Built to list products
TitleWomen's running shoes
DescriptionLightweight running shoes
ColorBlack
Size24 / 25 / 26
Enough to display a listing. Not enough to explain who it is for or why it fits.
Product knowledge for AI shopping
The AI-Powered Product Catalog
Turn your product feed into rich, structured knowledge for AI shopping.
Can ChatGPT and Gemini understand your products?
Connect
Preview only. No feed data is fetched or stored.
AI product readiness
Sample storefront
Overall score
46 / 100
Needs
work
work
1,284 products scanned across 18 categories
72%Missing useful attributes
91%No conversational Q&A
63%Cannot answer shopper intent
PRODUCT SPOTLIGHT01 / 12
Women's running shoes
“Are these comfortable for standing all day?”
Needs product evidence
- In the feed
- Lightweight running shoes
- Next step
- Add verified cushioning and support details.
A new discovery layer
Turn product fields into answers shoppers can use
Search engines match fields. AI shopping agents answer real questions, compare options, and recommend what fits each shopper.
Built on product evidence
ConfirmedBlack · Sizes 24 / 25 / 26
SourceExisting product feed
Needs evidenceFit · Arch support · Weather resistance
Next stepAdd manufacturer specs and fit guidance
Keep known facts, surface unanswered questions, and review new claims before publishing.
See the blind spots
Know exactly where AI loses confidence
Turn vague feed quality into a prioritized list of fixes tied to real shopper intent.
Sample readiness score
46/ 100
Your catalog is visible, but its most persuasive knowledge is invisible to AI.
72%Missing useful attributes
91%No conversational Q&A
63%Cannot answer shopper intent
High-intent prompts
Questions AI cannot answer
“Is it good for standing all day?”Cloud Runner 02
Unknown“Is it suitable for sensitive skin?”Daily Renewal Serum
Missing evidence“What is the difference between Model A and B?”Arc Task Lamp
Insufficient dataFrom feed to answer
Build AI-ready product knowledge in four steps
Start with the feed you already have, then turn every gap into structured knowledge AI can use.
Scan
Connect Shopify, Google Merchant, or paste an XML or CSV feed.
Find gaps
Reveal missing attributes, use cases, comparisons, and answers.
Enrich
Generate structured knowledge grounded in the product data you own.
Publish
Export an AI-ready feed for discovery and recommendations.
Try a sample
See what AI is missing before you connect a feed
Choose a sample category, review the input, then start the mock scan.
AI product readiness
Show AI what makes your products worth recommending
Scan your feed, find the highest-impact gaps, and build product knowledge that answers real shopping questions.