AI Search for Shopify: How to Get Recommended by ChatGPT

This article is Chapter 11 of our 288-page Shopify SEO guide. Check out the full eBook.
Your customers aren’t just Googling it any more.
They’re asking ChatGPT “where should I buy a good espresso grinder?” and getting a shortlist of three or four stores back.
Is your store on that list?
For most Shopify stores, honestly, it’s hard to say. Nobody’s tracking it.
Let me explain how the shortlist gets made, and what you can do about it…
What is AI search (and what’s GEO)?
AI search is any time someone gets an answer from an AI instead of a list of blue links. ChatGPT, Google’s AI Overviews, Perplexity, Copilot, Gemini, that sort of thing.
The industry has, naturally, invented about five acronyms for optimising for it. GEO (generative engine optimisation), AEO (answer engine optimisation), AIO, LLMO…
They all mean roughly the same thing: getting your store mentioned, linked, and recommended when an AI answers a question.
I’ll just call it AI search. You’re welcome.
Does AI search actually matter for Shopify stores?
Yes, but let’s keep it in proportion.
For most stores, Google still sends far more traffic and sales than every AI tool combined. If your collection pages don’t rank on Google, fix that first.
But AI search matters more than its traffic suggests, for two reasons:
- It shows up at the buying moment. People ask “where’s best to buy X”, “what’s the best X for Y”, “is brand A or brand B better”. Those are shoppers, not researchers.
- There’s no page 2. Google gives you ten results. ChatGPT gives you three or four names. You’re either in the answer or you’re not.
The good news is you can measure it. Shopify shows sessions and sales by referrer, so you can see exactly how much ChatGPT, Perplexity, Copilot and friends are already sending you. Check it, you might be surprised.
How does ChatGPT decide which stores to recommend?
When someone asks ChatGPT a shopping question, it usually searches the web first. It runs a few searches, reads a handful of pages, then writes an answer based on what those pages say.
So the question isn’t really “how do I rank in ChatGPT?” It’s “which pages does ChatGPT read, and am I on them?”
Those pages tend to fall into a few buckets:
- Store pages: homepages, collection pages and product pages of the stores it recommends
- Marketplaces: Etsy, Amazon, Not On The High Street, etc.
- Big retailers: the John Lewises and Boots of the world
- “Best X” lists: gift guides, round-ups and reviews from publishers
- Forums and communities: Reddit, Mumsnet, niche forums
And here’s the bit most people miss: the answer changes every time. Ask the same question five times and you’ll often get a different shortlist. One screenshot of ChatGPT recommending you proves nothing. You need to know how often it recommends you.
What we’ve seen in our own tracking
We ask ChatGPT our clients’ key buying questions five times every week, and record who it recommends and which pages it cites.
Here’s one month across three of the Shopify stores we track (142 answers):
- When ChatGPT linked to the store itself, it was the homepage or a collection page 53 times out of 61. Product pages made up most of the rest.
- A store blog post was cited once.
- The other pages it leaned on were mostly competitors’ shop pages, marketplaces, big retailers and “best X” lists from publishers and forums.
- Brand story pages got cited too. One essential oils brand’s “behind our brand” page kept showing up when people asked where to buy good oils.
It’s a small sample, so don’t treat it as gospel. But it lines up with everything else in this guide: for shopping questions, your collection pages do the heavy lifting. Not your blog.
How to get your Shopify store recommended by AI
1. Don’t block the bots
Sounds obvious, but it happens. ChatGPT uses a crawler called OAI-SearchBot to find pages for its answers. Block it in your robots.txt and you’re out of the running before you start.
You can still block GPTBot (OpenAI’s training crawler) if you don’t want to be training data. That doesn’t affect ChatGPT search. I’ve covered the setup in our Shopify robots.txt guide.
While you’re there, make sure your products and prices are in the page itself, not loaded in later by a fancy JavaScript app. AI crawlers are much less patient than Google at waiting for that stuff.
2. Make your collection pages answer the question
If collection pages are what AI cites, they need to actually say something.
A collection page with a title, 24 products and nothing else gives AI nothing to work with. It can’t tell what makes you different from the next store.
Add a short intro at the top, then more below the products:
- What’s in the range, and who it’s for
- What makes your products different (materials, where they’re made, how they’re tested)
- Answers to the questions customers actually ask (your reviews are a goldmine for these)
- Delivery, returns and anything else people need to know before buying
Write it plainly. AI quotes clear, specific sentences. “Handmade in Yorkshire from solid oak, with free UK delivery” gets picked up. “Discover our curated collection of timeless pieces” does not.
My full process for this is in the collection page SEO chapter.
3. Get on the lists AI reads
This is the one most stores ignore.
If ChatGPT keeps citing the same gift guide, the same “best X in the UK” round-up and the same Reddit thread, then being on those pages is how you get into the answer.
So:
- Find the questions your customers ask, ask ChatGPT, and note which pages it cites
- Look at which of those pages mention your competitors but not you
- Get on them: pitch the publisher, offer samples for review, get listed on the directory, answer the forum thread honestly (no spam, it’ll backfire)
The nice bit is that this is just good link building. A mention on a well-read “best X” list helps you on Google and in AI answers. More on that in our Shopify link building guide.
4. Give AI the facts
AI tools are trying to give confident answers. Make it easy for them to be confident about you.
- Accurate product data: titles, prices, stock, variants, materials. If your product feed and pages disagree, fix it.
- Structured data: product, review and organisation markup helps machines read your pages. Most modern Shopify themes cover the basics, check yours in Google’s Rich Results Test. See our rich snippets chapter.
- Trust pages: a proper About page, clear shipping and returns, real contact details. Remember that “behind our brand” page getting cited? That’s why.
- Reviews: both on your site and off it. When people ask “is X any good?”, reviews are what AI goes looking for.
5. Keep doing normal SEO
Here’s the boring truth. Google has said there’s nothing special you need to do to appear in AI Overviews. The same things that get you ranking get you cited.
And ChatGPT’s search leans heavily on pages that already rank well and get talked about.
So if someone’s selling you a magic “GEO package” that has nothing to do with SEO, be a bit sceptical. Most of this is solid SEO with a new reason to do it.
How to track your AI visibility
You can’t improve what you’re not measuring, and with AI it’s easy to fool yourself.
Here’s the simple version:
- Write down 5-10 questions your customers would actually ask. “Where can I buy X in the UK?”, “What’s the best X for Y?”, “Is [your brand] any good?”
- Ask each one several times, in a logged-out or fresh chat. Answers vary, so one go isn’t enough.
- Record the rate, not a screenshot: how many answers mentioned you, which competitors were mentioned instead, and which pages were cited.
- Repeat monthly and watch the trend.
- Check your sales: in Shopify, look at sessions and orders from chatgpt.com and other AI referrers. That’s the number that actually matters.
It’s tedious to do by hand, which is why we built our own tracking. But even a monthly spreadsheet will tell you more than guessing.
What about Google’s AI Overviews?
Same game, different referee.
AI Overviews pull from pages that already rank in Google, so everything in the rest of this guide applies. Strong collection pages, clear answers, good links.
The one thing to watch is informational searches. If people used to find your blog post for “how to clean a cast iron pan” and now get the answer straight from Google, expect fewer clicks there. Another reason to put your effort into pages that sell.
Frequently Asked Questions
Is GEO different from SEO?
Not as much as people would like you to think. The foundations are the same: pages that answer the question well, a site people trust, and mentions on other sites. The new bit is tracking which pages AI cites and getting onto them.
Can I pay to get recommended by ChatGPT?
There’s no way to pay your way into the answer itself. You earn it with the same things that earn rankings, plus being on the pages AI reads.
Do I need an llms.txt file?
Nice idea, not a priority. None of the big AI search tools has said they rely on it. Spend the time on your collection pages instead.
How long does it take to show up?
Usually faster than Google. AI tools search the live web, so a new mention on a popular list or a better collection page can show up in answers within weeks. Getting recommended consistently takes longer.
Final Thoughts
AI search isn’t replacing Google any time soon, but it’s already where a lot of shoppers start.
The good news is it rewards the same things good Shopify SEO always has: collection pages that actually say something, a store people trust, and being mentioned in the right places.
The difference is you can no longer assume you’re in the answer. Check.
If you want us to track it for you (we ask ChatGPT your key buying questions five times every week and report the sales it sends you), book a free call.