Short answer: if your store is UK-only, there is nothing called GEO you should be paying for this year, and one afternoon of unglamorous product-data tidying you should absolutely do. If you also sell to the US, there’s a switch worth flipping this week. Everything else being sold under the GEO label right now is either Shopify’s own catalogue doing the work for you, or someone renting a hot word.
I’ll show you how I got to that, because I didn’t want to write another post that explains what generative engine optimisation is and then tells you to hire someone. I asked Google and ChatGPT what to buy and wrote down who they listened to.
In this article
The term
What is GEO, in one paragraph?
When someone asks ChatGPT or Google’s AI Mode “what’s the best natural deodorant that actually works”, the engine doesn’t show ten links. It reads a handful of sources, writes an answer, and shows two or three products with a price and a place to buy. GEO is the business of being one of the sources it reads or one of the products it shows. For a service business that means being quotable. For a product brand it means something more specific, and nobody had told me what, so I went and looked.
The test
I asked the AI what to buy. Who did it cite?
On 19 September 2026 I ran six shopping questions a UK customer might actually type through Google’s AI Mode, and two of them again through ChatGPT with web search on. Beauty and home fragrance, because that’s who I work with. I noted every source the answer cited and whether any small brand’s own website was among them.
| Query | Who got cited | Products shown | Small brand’s own site cited? |
|---|---|---|---|
| Best mineral powder foundation UK | bareMinerals, Lily Lolo, INIKA, Boots | bareMinerals, Lily Lolo, INIKA | Yes |
| Best natural deodorant UK that actually works | The Guardian, Which?, AKT, Fussy, Reddit, two small blogs | AKT, Fussy | Yes |
| Best vitamin C serum under £30 UK | The Guardian, Reddit, YouTube | CeraVe, Geek & Gorgeous, Naturium, COSRX | No |
| Best scented candle brands UK small business | The Guardian, Elle, Liberty, plus five indie candle brands’ own sites | Little Karma Co, Evermore | Yes, five of them |
| Best organic skincare brand UK for sensitive skin | John Lewis, Green People, YouTube | Green People, Pai, Evolve | Yes |
| Best hair oil for curly hair UK | Only Curls, The Pure Curls House, Superdrug | Only Curls, Curlsmith, Trepadora, Noughty | Yes |
| ChatGPT: best mineral powder foundation UK | bareMinerals, The Guardian, Lily Lolo, Jane Iredale | Same three, as product cards | Yes |
| ChatGPT: best candle brands UK small business | The Independent, Ideal Home, Essence of Harris | Essence of Harris, Fais Botanicals, Chelsea Candle Co | Yes |
Three things jumped out, and the first one surprised me.
Small brands’ own product pages get cited directly. I went in expecting the engines to lean entirely on magazines and Reddit and ignore what a brand says about itself. Wrong. In seven of the eight answers a brand’s own site was a source, and they weren’t all household names: Lily Lolo, Only Curls, Little Karma Co, Fussy, Essence of Harris. Google in particular pulled product pages straight into the answer, with the price, the review count and a “best for” line lifted from the page.
The one query where no small brand appeared is the one dominated by giants. Vitamin C serum under £30 is CeraVe and COSRX territory, and the engine went to The Guardian and Reddit to referee. The lesson isn’t “you can’t win”, it’s “pick the question you can win”. Nobody is beating CeraVe for “best vitamin C serum”, but “best mineral powder for rosacea” or “best candle brand that’s a small business” is wide open, and a niche brand with a clear page is exactly what the engine wants there.
Every answer had one national publisher in it. The Guardian appeared five times out of eight. A single mention in one of those tried-and-tested round-ups, or in Which?, seems to do more for you in an AI answer than it ever did for Google rankings, because the engine uses it as the referee that makes your own page believable.
Real now
What’s real now for every UK store
None of this needs a US market or a budget, and all of it is the same work you’d do if Agentic Storefronts opened in the UK tomorrow.
Make your product pages quotable. Look at what Google lifted: “finely milled 100% natural pigments”, “eco-friendly recyclable paper refills”, “100% plastic-free aluminium tubes”, “suitable for sensitive skin”. Facts, not feelings. Every product page needs a short, plain paragraph that states what it’s made of, who it’s for, what it does and what’s unusual about it, near the top, in words a machine can repeat without embarrassment. Lifestyle copy can live below.
Get into Google Merchant Center. The review counts and price comparisons on those product cards come from merchant listings, not from your page. On Shopify that’s the Google & YouTube channel, free listings on, product data synced. If you haven’t done this, the engine has no clean record of your product to show.
Clean the data that feeds the catalogue. Clear primary category, material and audience fields filled in rather than internal codes, each variant bound to its own image, consistent option names, complete shipping and returns pages. Shopify’s Catalog reads these fields, and so does Google. This is the boring bit, and it’s the whole bit.
Earn one referee. One place in a Guardian or Independent round-up, one honest Reddit thread where a real customer compares you to the big name, one Which? mention. Not a PR campaign. One.
Ask the engines about yourself, monthly. Type your category question into Google AI Mode and ChatGPT, see whether you appear, and if you do, see what they say. If they’re quoting your page, you’ll know which line. If they’re quoting someone else about you, you’ll know what to fix.
US only, for now
What’s real only if you sell to the US
This is the part most of the UK coverage gets wrong, so I’ll be precise. Shopify’s Agentic Storefronts channel puts your catalogue inside ChatGPT, Microsoft Copilot, Gemini and Google’s AI Mode, with in-chat checkout on some of them. Shopify’s own help pages say your store must sell to customers in the United States, but it can be based outside the United States. So a UK store with a US market switched on is eligible; a UK-only store isn’t, yet, and Shopify hasn’t given a date for UK buyers.
If you do ship to the US, the sequence is: agree the supplemental terms when the channel appears under Settings, check the products are Catalog-eligible (subscriptions, bundles and customisable products are excluded from direct checkout), and do the data hygiene above first, because the catalogue record is what the agent reads. There are no fees beyond normal payment processing. If you don’t ship to the US, you lose nothing by doing the hygiene now and flipping the switch the day the email arrives.
Hype
What’s hype
Paying for “GEO services” this year. Nobody, including me, can tell you reliably why one page gets cited and another doesn’t. The test above cost me nothing. Anyone charging a retainer for AI visibility is charging you for a monthly version of it.
The other “agentic storefront”. Search the phrase and the paid result at the top is a company selling an on-site AI shopping assistant, a chatbot that guides people around your own store. It’s a conversion tool, priced for brands doing serious volume, and it has nothing to do with appearing in ChatGPT. Shopify picked a name, a vendor bought the keyword. Before you take the demo call, ask which one they mean.
Rewriting your homepage for robots. The engines cited product pages, publishers and forums. Not one homepage. Your homepage is for humans who already found you.
The decision
Which camp is your store in?
Pre-launch, or under a couple of thousand a month. Do the product page paragraph and Merchant Center as part of setting up properly, then forget the word GEO for a year.
Profitable, UK-only. Do all five things in the “real now” list, this month, yourself. It’s an afternoon plus one email to a journalist. Then check the engines monthly. If you’d rather someone else did the audit, that’s what my Website Botox is: I go through the store and tell you exactly which settings, pages and fields are holding it back, from £300.
Profitable and already shipping to the US. All of the above, plus switch Agentic Storefronts on this week and tell me what happens, because almost nobody in the UK has published what they actually saw.
Thinking about building the store with AI first. Read whether Claude can build a Shopify store before you decide, and note that the product data problem is the same whoever builds it.
The honest verdict
GEO for a UK product brand in 2026 is a product page a machine can quote, a Merchant Center listing, one referee, and a monthly check. That’s it. The rest is either not open to you yet or not worth paying for.
Not sure which camp you’re in?
A free discovery call. No jargon, and if the answer is “do nothing for a year”, I’ll say so.
Frequently asked questions
Does GEO replace SEO for a Shopify store?
No. The AI engines in my test cited the same kinds of sources Google has always ranked: your product pages, national publishers, retailers and Reddit. A page that’s well structured for search is most of the way to being quotable by an AI. The difference is emphasis: plain factual product copy and one third-party mention matter more, keyword density matters less.
Can a small UK brand appear in ChatGPT shopping answers?
Yes. In my test ChatGPT showed product cards for Lily Lolo, Essence of Harris, Fais Botanicals and Chelsea Candle Company alongside big names, and cited their own websites. The condition is a clear product page and a category where a giant doesn’t own the answer.
Is Shopify Agentic Storefronts available in the UK?
For UK merchants, yes, provided the store sells to customers in the United States. For UK buyers seeing UK products inside ChatGPT or Gemini, not yet, and Shopify hasn’t announced a date.
What should a product page say to get cited by AI?
What it’s made of, who it’s for, what it does and what makes it different, in one plain paragraph near the top. The lines Google lifted in my test were all of that shape: “100% natural pigments”, “antibacterial”, “plastic-free aluminium tube”, “for sensitive or acne-prone skin”.
Do I need to be on Amazon or Boots to show up?
It helps. Price comparisons and review counts on the product cards come from merchant listings, and a retailer stocking you acts as a referee. But Only Curls, Little Karma Co and Fussy appeared through their own Shopify stores, so it isn’t a requirement.
Want to know which camp you’re in without guessing? Book a discovery call. Free, no jargon, and if the answer is “do nothing for a year”, I’ll say so.