EndcapAI visibility for Shopify stores
Everything that decides whether an AI assistant can recommend your products, why each one matters, and how to check it yourself. Grounded in Shopify's published requirements and in our own scan of 19 catalogs.
Start here
If you read one page, read the first. It explains why inclusion is binary and ranking is secondary.
What Shopify Catalog is, and why it decides your AI visibility
Shopify Catalog is the structured feed AI assistants read. It has pass-or-fail requirements, and a product that misses one is excluded entirely.
How ChatGPT decides which products to recommend
What an AI assistant reads before naming a store, why product data beats page design, and how to check whether you are being named.
AI visibility is not SEO with a new name
Traditional SEO ranks pages for crawlers. AI visibility depends on a structured feed with pass-or-fail requirements. The work is different.
How to get your Shopify products into ChatGPT
A practical order of operations: clear the exclusions first, then improve matching, then measure whether assistants name you.
Answer engine optimisation for Shopify, without the acronym soup
AEO, GEO and llms.txt explained in plain terms, and which of them actually affect whether a Shopify product gets recommended.
How to measure whether AI assistants name your store
Branded questions prove nothing. Here is how to build an honest measure of whether assistants recommend you when the shopper has not named you.
A Shopify Catalog audit checklist you can run by hand
Every check we run, in the order that matters, with how to verify each one in your Shopify admin without installing anything.
Agentic commerce on Shopify, in plain terms
What changes when an AI agent does the shopping, which surfaces Shopify already supports, and what a merchant should do about it now.
Causes of exclusion
A product failing any of these is absent from Shopify Catalog entirely. Fix these before anything else.
Why zero-priced Shopify products never reach ChatGPT
Found in 37% of the catalogs we scanned.
Products with no image are excluded from Shopify Catalog
Found in 21% of the catalogs we scanned.
A product with no title cannot enter Shopify Catalog
Found in 0% of the catalogs we scanned.
Products need a stable URL to be recommended
Found in 0% of the catalogs we scanned.
Unpublished products are invisible to AI assistants
Found in 0% of the catalogs we scanned.
What Unlisted status does to your AI visibility
Found in 0% of the catalogs we scanned.
The seo.hidden flag also hides you from AI assistants
Found in 0% of the catalogs we scanned.
A password-protected store is invisible to AI
Found in 0% of the catalogs we scanned.
Causes of poor matching
These products are included, but assistants have less to work with when a shopper describes what they want.
Products with no description leave assistants guessing
Found in 58% of the catalogs we scanned.
Thin product descriptions and why assistants skip them
Found in 79% of the catalogs we scanned.
Why the product type field matters for AI search
Found in 63% of the catalogs we scanned.
The vendor field and brand questions
Found in 0% of the catalogs we scanned.
Using product tags for the way shoppers actually ask
Found in 26% of the catalogs we scanned.
One image is enough to qualify and not enough to win
Found in 90% of the catalogs we scanned.
Variant options called Title tell assistants nothing
Found in 11% of the catalogs we scanned.
Product titles too short to be matched
Found in 79% of the catalogs we scanned.
Keyword-stuffed titles dilute the signal
Found in 0% of the catalogs we scanned.
Out-of-stock products and AI recommendations
Found in 90% of the catalogs we scanned.
Barcodes are how assistants recognise your product elsewhere
Found in 0% of the catalogs we scanned.
Collections help assistants narrow a request
Found in 0% of the catalogs we scanned.
Assistants cite your refund policy, so it has to exist
Found in 11% of the catalogs we scanned.
Store policies are part of Shopify's AI guidance
Found in 5% of the catalogs we scanned.
Terms of service and buyer questions
Found in 5% of the catalogs we scanned.
Run this on your own catalog in two minutes
Free plan, no card. Every finding links to the Shopify page it came from.
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