Test Your Feed's Readiness for the AI Era in Search
Test your feed's readiness
Upload a CSV or XML and get a report within a minute. Free.
The gap between those two numbers tells you the most. A feed can be perfectly fine for Merchant Center and almost empty for AI answers. Beyond that, it's just the numbers from your feed and a short explanation of why each field matters.
AI Max for Shopping, AI Overviews, Agentic Commerce. Three major shifts in how Google and AI assistants read your product catalog. All three depend on one thing: the quality of your product feed.
Upload a CSV, XML, or paste a URL. I'll email you a report showing which fields are missing, what can be improved, or if you're all set. No registration, no cost, and no follow-up marketing emails.
Something like this will land in your inbox within a minute
Two scores from 0 to 100 — standard attributes and AI attributes, rated separately. Then a coverage percentage for every field and a severity rating: missing, weak, or good.
The gap between those two numbers tells you the most. A feed can be perfectly fine for Merchant Center and almost empty for AI answers. Beyond that, it's just the numbers from your feed and a short explanation of why each field matters.
How It Works
Upload Your Feed or Paste a URL
A CSV or XML export from Google Merchant Center, Shoptet, WooCommerce, Shopify, or any CMS. Max 4 MB / 5,000 products. Or, paste a feed URL to analyze the first 50 products.
Verify Your Email
I'll send you a confirmation link (to prevent bots). Once you click it, the analysis begins.
Get Your Report
Within a minute of confirming you'll get an e-mail with your readiness score, a list of missing fields, and an explanation of why each one matters. I won't send you any follow-ups, but if you need help fixing your feed, I'm here.
What I Check
36 fields in five categories, ranked by how hard Google enforces them — plus a qualitative check of your titles and descriptions.
Merchant Center won't approve a product without these
Seven fields Google requires on every product, no exceptions. Miss one and the item never reaches Shopping or free listings.
Google requires these based on what you sell
Brand for everything except books, films and music. Size, color and gender for apparel, units per pack, certification where the law requires it. For apparel and footwear Google gates free listings on them, so an empty field hurts as much as a missing required one.
Performance drops without these fields
Your feed keeps running, just worse. These are the fields Google uses to match your product to queries, sort it into categories, and build ad formats.
How AI understands your product
The six attributes Google calls conversational. They help customers discover information about your products across AI-driven surfaces like AI Mode in Search. Without them, AI only has your title and description to work with.
How the product shows up
One image is enough for approval, not for a sale. Add detail shots, the product in a real setting, and video where a photo falls short.
Not sure what these fields mean? Read my article on What a Product Feed Is and Why 80% of Ad Performance Depends on It for context.
Frequently Asked Questions
What happens to my feed after the analysis?
Why do I have to verify my email?
Will you send me marketing emails after the report?
How large a feed can I upload?
What if my feed is in a different format (e.g., Heureka, Zboží)?
Need help filling in the missing fields?
After you receive your report, email me and we can discuss a plan for your feed.
Want to improve your feed right away? Enrich 50 products for free