Your products are invisible to AI search.
ChatGPT, Perplexity and Google AI Overviews recommend products with complete data. They skip the rest. Paste your store URL and see which side of that line your catalog is on.
Actionable insights
A clear roadmap to plug your revenue leaks.
We don't just give you an arbitrary score. We pinpoint the exact missing attributes, down to the specific SKU, so your team can fix them and instantly improve AI search visibility.
Scan my catalog nowRuns on your live catalog. Nothing to install, nothing to connect.
Critical revenue leaks detected
Stop guessing why your traffic is dropping. Find the gaps in 30 seconds.
How it works
Paste your store URL
Any Shopify store. Custom domain or myshopify.com. No login, no OAuth, no theme access.
We read your products the way an AI does
24 product pages checked against 12 data signals. Page content and structured data compared for conflicts, not just presence.
You get the gaps, ranked
A 0 to 100 score across four weighted categories, plus the exact fields to fix first and which products carry them.
What we check
12 signals AI assistants read before they recommend anything.
When a shopper asks for the best linen shirt under $80, the assistant answers from product data, not from your marketing. These are the fields it reads.
Material
The first attribute quoted in almost every apparel recommendation.
Fit
Regular, slim, relaxed. Absent means invisible for fit-specific queries.
Size chart
Machine-readable, not a JPEG.
Care
Wash and wear instructions assistants pass to buyers.
Occasion
Office, wedding, trail. How agents match products to intent.
Gender
Misassigned means recommended to the wrong query entirely.
Price consistency
Page price and schema price must agree, or neither is trusted.
Availability sync
Recommending sold-out products gets stores deprioritized.
Variant naming
"Blue / M" and "Medium Blue" on the same product reads as conflict.
Specs table
Structured rows an assistant lifts verbatim.
Q&A structure
The questions shoppers ask ChatGPT, answered on your page.
Policy visibility
Shipping and returns crawlable, not buried in a widget.
Why this matters now
The channel is small. The growth is not.
Growth in AI-originated orders on Shopify this year.
Share of orders top stores already get from AI discovery.
Logins, installs or theme edits needed to see where you stand.
Most merchants cannot see this channel at all. The ones who can are fixing gaps while it is still cheap to win.
FAQ
Common questions.
Do I need to install anything?+
No. We read your public catalog the way an AI assistant does. Read-only, nothing touches your store.
Will this change anything on my store?+
Nothing. The audit is a scan, not an integration. Your theme, data and settings stay untouched.
Which stores does it work on?+
Any Shopify store, custom domains included. Non-Shopify platforms are not supported yet.
What happens after the audit?+
You get the full report by email, plus first access to the fix tools when they launch.
Is my data stored?+
Your score and the email you give us. Nothing else, and never sold.
Why are my Shopify products not showing up in AI shopping recommendations?+
AI shopping assistants like ChatGPT, Google AI Overview, and Perplexity use product data signals to recommend items. Products missing material composition, size charts, care instructions, or accurate schema markup are frequently skipped. Nodviq audits your catalog and scores each product against 12 critical data signals.
What is product data integrity for Shopify stores?+
The completeness and consistency of product information in your catalog: attribute completeness (material, fit, care, size chart), schema markup accuracy, extractable structured data, and policy visibility. High data integrity improves AI channel discoverability and conversion rates.
How can I improve my Shopify store visibility on AI shopping channels?+
Start by auditing your catalog for missing attributes like material composition, size guides, and care instructions. Make sure your JSON-LD schema matches your displayed product data, add spec tables, and link return/shipping policies from product pages. Nodviq automates this and delivers a scored, prioritised action plan.