No Product schema
Without valid schema.org/Product JSON-LD (name, price, availability), AI can't confidently state what you sell or that it's in stock.
AI-Visibility for Shopify
Why doesn't my Shopify store show up in ChatGPT?
Because ChatGPT, Perplexity, and AI shopping agents can only recommend a store they can actually read — and out of the box, a Shopify store gives them almost nothing structured to read. No Product JSON-LD, thin answer-readiness, and no llms.txt or agents.md telling AI agents what you sell.
The good news: it's measurable. Paste your store URL and see exactly what AI can and can't see — free, in seconds.
Free instant score first. The $499 AEO Audit + Fix is the optional done-for-you upgrade — one-time, no subscription.
The gaps
The real reason AI can't see your store
When someone asks an AI assistant "where can I buy X," the model doesn't crawl the open web in real time and read your storefront the way a shopper does. It leans on structured, machine-readable signals — and it heavily favors stores that expose those signals cleanly. Most Shopify stores don't, so a competitor who has done the work gets named and you don't.
This isn't a traffic problem or an ad-spend problem. It's a structural one — and it comes down to a short list of things AI looks for that your store is probably missing:
Thin answer-readiness
Pages that only list specs don't answer questions like "is this good for X?" AI surfaces stores whose content directly answers buyer intent.
No llms.txt / agents.md
These emerging machine-readable files tell AI agents what you sell and how to buy. Most stores don't have them, so agents get no guidance.
Agent-commerce not ready
An AI shopping agent needs a readable catalog (an accessible products.json) and clear buy signals to consider your store at all.
How to fix it
Fix it in 2 steps
Start free. You don't need to buy anything to find out where you stand — the check runs the same engines the paid audit does and shows you a real score.
Run the free AI-Visibility Check Free
Paste your store URL. Our engines analyze your public storefront (Product JSON-LD, products.json, llms.txt, agents.md, answer-readiness) and return your AI-Visibility score in seconds — no signup, no card.
Get the $499 AEO Audit + Fix Done for you
Want it fixed rather than explained? We run the full audit, then implement the fixes on your store ourselves — descriptions, structured data, llms.txt, crawler access — with your approval before anything publishes. Anything that genuinely needs your own developer comes as ready-to-paste code, and we re-scan free after 30 days.
Deliverables
What the $499 AEO Audit + Fix includes
A one-time, done-for-you fix of how AI answer engines and shopping agents see your store. We find every gap, then close the ones we can close ourselves — you install our free Shopify app (about two clicks) so we can do the work, and nothing publishes without your approval. We start within 24 hours, with a free re-scan after 30 days.
AI-Visibility score breakdown
Your score explained signal by signal — schema, answer-readiness, and machine-readable files — so you know what's dragging it down.
Competitor comparison
How your store's AI-visibility stacks up, so you can see where you're behind and what "good" looks like in practice.
We implement the fixes
We don't hand you a to-do list — we do the work: AI-written descriptions published for blank and thin products, Product / FAQ / Organization structured data injected, your llms.txt built, crawler blocks corrected. You approve everything before it goes live, and anything that genuinely needs your own developer arrives as ready-to-paste code, ranked by impact.
Free 30-day re-scan
Thirty days after the work, we re-scan your storefront free and send the updated score as a before and after — so you can see what the fixes actually moved.
FAQ
Frequently asked questions
Why doesn't my Shopify store show up in ChatGPT?
ChatGPT and other AI answer engines can only recommend a store whose data they can read. A default Shopify store usually ships without Product JSON-LD structured data, without answer-ready content, and without machine-readable files like llms.txt or agents.md. With nothing structured to read, AI has no reliable way to describe or recommend your products.
Does having a Shopify store get me into ChatGPT or AI shopping automatically?
No. Shopify is a store platform, not an AI-visibility guarantee. It doesn't automatically add complete Product schema, answer-ready content, or the machine-readable files that AI answer engines and shopping agents look for. Those signals have to be added deliberately — that's exactly what our audit checks, and what we then add for you.
What actually makes a store visible to AI answer engines?
The signals AI weights most: structured data (valid schema.org/Product JSON-LD and an accessible products.json feed), answer-readiness (content that answers real buyer questions, not just specs), and machine-readable guidance files like llms.txt and agents.md. The free AI-Visibility Check measures all of these on any store URL.
What's the difference between the free check and the $499 AEO Audit + Fix?
The free AI-Visibility Check runs our real engines on your public storefront and returns your score in seconds. The $499 AEO Audit + Fix goes further, and it's done for you: the full audit with every gap ranked by impact and a comparison against other stores in your category, and then we implement the fixes ourselves — AI-written descriptions published with your approval, structured data injected through our free Shopify app, llms.txt built, crawler blocks corrected. Anything that genuinely needs your own developer arrives as ready-to-paste code, and a free re-scan after 30 days shows the before and after.
How fast do you start, and how long does it take?
We start within 24 hours. The audit is built from your public storefront, and the implementation runs through the free Hatchloop Shopify app you install after purchase — nothing publishes until you approve it. A free re-scan follows after 30 days to show the before and after — one-time $499, no subscription. How quickly your store then appears in AI answers depends on each engine's own re-crawl cycle, which no vendor controls.
See what AI sees — then fix it
Start with the free AI-Visibility Check. If you want those gaps closed rather than catalogued, the $499 AEO Audit + Fix has us do the work — we start within 24 hours.