Check your product feed for AI shopping
Your Shopify product feed is what AI shopping reads to decide which products to recommend, and this free checker shows you which AI-shopping feed fields you are missing in about a minute.
The Free Product Feed & AI-Readiness Checker is built for Shopify store owners in the UAE, and it needs no account and no card.
What the checker does
The Free Product Feed & AI-Readiness Checker is a free web tool that reads your product feed and shows which Google Merchant Center attributes and which AI-shopping feed fields are missing. It checks two layers at once: Google conformance and readiness for AI shopping.
Passing Google's checks and being ready for AI shopping are not the same thing, which is where most stores are caught out. Store-wide search work, such as e-commerce SEO, sits outside what this checker reads.
Why a perfect Google feed can still be invisible to AI shopping
| Google Merchant Center feed | AI-shopping feed (OpenAI) | |
|---|---|---|
| Identity and core | id, title, description, link, image_link, brand, with gtin and mpn strongly recommended | title, description, barcode (gtin) |
| Price and availability | Required | Required core fields |
| Product images | image_link required | Primary image required |
| Reviews | Sit outside the feed | Can sit inside the feed, recommended |
| Performance signals | None in the feed | Popularity and return rate, optional |
| Questions and answers | None in the feed | Recommended, and new |
- Your store can be fully approved in Google Merchant Center and still give AI shopping nothing extra to rank, because the seller signals AI shopping reads live in a different feed, the one OpenAI and ChatGPT read under the Agentic Commerce Protocol (ACP).
The checker asks for no payment details: a free check that stands on its own, and a free AI audit if you want to go further.
Run the free checkerThe AI-shopping feed fields the checker looks for
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How the checker checks your feed
- 01Read your feedThe checker reads your public product feed or Shopify catalog.
- 02Check the Google layerIt checks the Google Merchant Center required attributes, including id, title, price, availability, image and gtin, against the current feed spec.
- 03Check the AI-shopping layerIt checks the AI-shopping feed signals: popularity, returns, reviews, and questions and answers.
- 04Show what is missingIt shows the missing fields and which fixes to make first.
Every step is described here in plain text, so there is no black box.
What the free check gives you
- A readiness resultA readiness result for your product feed, in plain English.
- Your missing fieldsThe specific Google Merchant Center and AI-shopping fields your feed is missing.
- The fixes to make firstThe fixes to make first, so you start with the ones that change the most.
- A next step, if you want oneRun it yourself, or book the AI Shopping Readiness Audit for a human review. Product feed optimization covers the fixes if you want them done for you.
No result or ranking is promised.
Questions we get asked
AI shopping engines pick products by reading structured product data and citing sources that add information, so the fields in your feed decide whether you appear at all, which is the feed side of AI search visibility. A 2023 Generative Engine Optimization study found that quotations, statistics and cited sources materially increase how often a page is included in AI answers, while keyword stuffing performed worse than the baseline. Google's own documentation states that no special schema or AI-only files are required for its AI features, so readiness is about the data in your feed, not a secret file.
Yes. The Free Product Feed & AI-Readiness Checker is free, with no card required. You run the check and see your result at no cost.
No. There is no card and no account connection required to run the check.
Yes. The checker is built for Shopify catalogs, so it reads a Shopify catalog and reports the missing fields.
That is fine. The check still shows what your product feed would need for Google Merchant Center and for AI shopping, so you know the gaps before you submit.
No, and no honest agency can. MG Lumeo commits to the method, the measurement and the reporting instead, and if you want a deeper review you can book the AI Shopping Readiness Audit.
See where your feed stands
Your product feed has an AI-shopping readiness you cannot see from the Shopify admin, and one free check shows you where it stands in about a minute.
Run the free checker