Product structured data
Whether every product page emits valid Product markup with a price, a currency, an availability state and an identifier — and whether the values match what the page actually says.
AI commerce · 2026
Make the store readable to machines that shop
An AI assistant does not look at your theme. It reads structured data, product metadata and feeds — and if those are thin or wrong, it recommends someone else without ever telling you.
7-day money-back guarantee — if the first delivery misses, you get a refund.
What the audit reads
Six things an assistant needs and most stores get wrong
This is the checklist, not a summary of it. You can look at your own store against this list before paying us anything.
Identifiers
GTIN, MPN, brand. Without them a product is hard to match against the same product anywhere else, which is exactly what an assistant is trying to do.
Variants and stock
Whether size, colour and option variants are described separately or collapsed into one blob, and whether availability is accurate rather than always "in stock".
Descriptions written for a reader
Materials, dimensions, compatibility, what is in the box. A description that is three adjectives and a shipping promise gives a model nothing to answer a question with.
Feed health
Your Merchant Center and channel feeds, their disapprovals, and where the feed and the storefront disagree — because when they do, the wrong one usually wins.
Crawlability
robots rules, sitemaps, canonicals, and whether the content a bot receives is the content a person sees. Data that only appears after JavaScript often is not read at all.
What you get back
A fix list in priority order, not a score
- Every issue found, with the page or field it is on, so it can be handed to a developer as it is.
- Ordered by what would change the most for the least work, rather than alphabetically or by severity label.
- The markup we would emit instead, for the two or three cases where showing is faster than describing.
- A straight answer on which of them your theme or apps make impossible, and what that would cost to change.
- Delivered by email in two to five business days. If it misses what was agreed, the seven-day guarantee covers it.
Then, if you want it done
Three ways to work on this
AI Store Audit
The six checks above across your catalogue, with the prioritised fix list. Buy it, send the store URL, read it in a few days.
$199 2–5 business days
Start the audit →Agent-ready storefront
We implement the fix list: markup, identifiers, variant data, descriptions and the feed. Quoted from the audit, because the work depends on what it finds.
From $499 quoted first
Get a fixed quote →Flow and automation
Shopify Flow, tagging and routing so new products arrive with the data already right, instead of needing the same audit again next year.
From $599 quoted first
Get a fixed quote →Straight answers
The fair questions about this
Will this get my store recommended by ChatGPT?
Nobody can promise that, and anyone who does is selling you something. What we can say is that an assistant cannot recommend what it cannot read, and this is the work that makes a store readable. We promise the checks, the fix list and the guarantee — not a placement.
Is this just SEO with a new name?
No, and we do not sell SEO. This is data quality: whether your prices, identifiers, variants and stock are machine-readable and consistent. It happens to help search engines too, because they read the same fields.
What do you need from me?
The store URL at checkout, and read access to your Merchant Center or feed if you have one. Nothing is changed on the store during an audit — it is a read, not a build.
Can I do the fixes myself?
Yes, and the report is written so you can hand it to any developer. Plenty of people buy the audit and never buy anything else, which is a fine outcome.
How big a catalogue does this cover?
The fixed price covers a normal Shopify catalogue. If yours is unusually large or has several storefronts, say so first and we quote it — we would rather tell you before you pay than after.
Find out what an assistant can actually see
One fixed price, one report you can act on, seven-day money-back guarantee.
Pay by card on Stripe. Nothing on your store is changed by an audit.