DEV Community: xcutlery

Generative Engine Optimization for a Small Shopify Store: My GEO Notes

xcutlery — Tue, 03 Nov 2026 10:44:24 +0000

I look after the site for XCutlery, a small Shopify store selling hand forged kitchen knives. Cleavers, chef knives, butcher knives, fillet knives, that sort of thing. In earlier posts I wrote about indexing fixes and collection page cleanup. This one is about the part everyone keeps asking me about at the moment: how a tiny store gets mentioned when someone asks ChatGPT, Perplexity or Google AI Overviews what knife to buy.

The industry has decided to call this generative engine optimization, or GEO. Some people say AI search optimization. I call it regular SEO for a reader that skims.

Some context so nobody thinks I'm sitting on a secret. The store is young in search terms. Early Search Console showed 41 URLs in the sitemap, 18 of them indexed, and somewhere between 2 and 7 impressions a day. So treat this as a field report from the start line.

How AI answers pick sources, roughly

I don't have access to anyone's ranking internals and neither does the person selling you a GEO course. What you can say in general terms is this.

Most AI search tools pull a set of pages from a search index, read them, and write an answer from what they found. Some show the sources as citations. Google AI Overviews sits on top of Google's own index, so if a page isn't indexed it isn't in the running. Perplexity cites heavily and visibly. ChatGPT with search does something similar, while its answers without search lean on whatever it learned during training.

From that, a few practical things follow:

The page has to be crawlable and indexed first. Boring, but nothing else matters until that's true.
The model favours text that answers the question plainly, near the top, without making it dig.
It seems to trust facts that agree with each other across many places on the web.
It picks up on brands that other sites talk about, not only brands that talk about themselves.
Answer first writing

The biggest change in how I write now is putting the answer at the top of any page that tries to answer something.

The old pages opened with a warm intro about craftsmanship and got to the useful part eventually. A model has to wade through that to find the fact. So does a human, who usually leaves.

New habit: the first one or two sentences answer the question directly, then the detail follows. On the hand forged meat cleavers collection the goal for the short intro is to say what the knives are for and what steel they use before any story about forging. The longer copy sits below the product grid so shoppers see knives first.

Product pages follow the same rule. A page like the Kraken 8 inch hand forged cleaver should open with what it is and what it handles, with the descriptive stuff after. The aim is something that reads like someone answering a question at a counter.

Entity consistency, or stop telling different stories

This is the one I'd fix first if you only had an afternoon.

An AI model builds a picture of a business by stitching together everything it finds. If your About page says one founding year, your Etsy profile another, and a directory listing a third, the model either picks one at random or decides it's not confident enough to mention you. Neither helps.

So I wrote down the core facts once and made every page and profile match them:

Brand name: XCutlery, spelled the same everywhere
Based in Austin, Texas
Founded in 2019
Hand forged, fully handmade knives in high carbon steel, following a Scandinavian forging tradition
Ships worldwide, with a separate Australian domain for that market

The job is making those facts say the same thing on the About page that covers who makes the knives, the footer, the contact page, social bios and any directory profile I set up. If one changes, all of them change. Dull bookkeeping, and probably the most useful kind.

The same goes for policy facts. Out of stock knives are sold as pre orders and forged to order, which can take 2 to 3 weeks before shipping. That line should appear the same way on product pages and in the knife FAQ, so a model doesn't find two versions of the shipping story.

FAQ blocks written as real buyer questions

We have FAQ blocks on the main collections, below the product grid, plus a central FAQ page. The trick was writing them the way people actually type or speak questions, which is also how they ask an AI assistant.

Questions like:

What cleaver cuts through bone?
Is a hand forged chef knife worth it?
How do I care for carbon steel compared with stainless?
Do high carbon steel knives rust?

Each answer starts with a direct reply in the first sentence, then a couple of lines of detail. The bone question links to the cleavers, the chef knife question links to the hand forged chef knives collection, and the care question links to the high carbon steel knives collection.

I was honest in the care answers too. High carbon steel will darken and can rust if you leave it wet in the sink overnight. Pretending otherwise might sell a knife and then earn you a very specific review. The lifetime warranty page covers what's actually covered, and the FAQ should point there instead of inventing a softer version.

Comparison style content

People ask AI tools comparison questions all the time, like whether they need a cleaver or a chef knife, or whether carbon steel is worth the extra care. If your site never compares anything, you're relying on someone else's page to describe your product category for you.

So I'm adding plain comparisons to the guides and collection pages. The kind of thing I mean:

A Serbian chef knife is a wide, heavy blade that sits somewhere between a cleaver and a chef knife. The Serbian chef knives collection explains when that shape makes sense and when a normal chef knife is easier to live with.
A heavy cleaver like the Warthog 6 inch meat cleaver is built for chopping through joints, while a chef knife like the Ironclad 8.7 inch hand forged chef knife is the daily slicing workhorse.
A long fillet blade such as the Barracuda 13 inch fish fillet knife does a job neither of those should be doing.

If a cheaper stainless knife is the better pick for someone who hates maintenance, the page should say so. Balanced pages seem to get picked up more than sales pitches.

Getting mentioned on third party sites

Here's the bit you can't do from inside the Shopify admin.

AI answers lean on what the wider web says. If the only site vouching for a brand is its own domain, the model has little reason to believe it. So part of GEO for us is ordinary, slow, honest presence elsewhere:

Answering knife questions on cooking and knife forums, with a link only where it genuinely helps
Setting up consistent directory listings with the same name, location and founding year
Writing posts like this one, where I'm openly the person who runs the site

On reviews, one thing I'm glad about: the customer reviews page holds genuine reviews imported from the owner's Etsy shop, where he sold for about five years. That history is real, and it means the reviews tie back to an independent platform.

There's one honest to do on my list. Some product images are not real photography yet, and real workshop photos are planned. Buyers trust real photos of the actual forge, and I suspect the machines will too.

Checking AI visibility by hand

There are paid tools that track AI mentions. For a store with 24 products and 11 collections, I just do it by hand and write the results in a spreadsheet like it's 2009.

My routine:

Open ChatGPT with search, Perplexity and a Google search that triggers AI Overviews.
Ask the same set of buyer questions each time, phrased naturally. Things like "best hand forged chef knife from a small maker" or "what meat cleaver can cut through bone."
Note whether XCutlery is mentioned, which page is cited, and what competitors show up.
Look at which sources the tools cite even when we're absent. Those are the pages and forums worth earning a mention on.

Answers shift from one run to the next, even on the same account, so I treat any single result as an anecdote. When a tool gets a fact wrong about the shop, that's a sign some page or profile somewhere is still telling an old story.

What you can't control

A fair amount, unfortunately.

You can't control which sources a model decides to trust on a given day. You can't control training data that was collected before you fixed your About page. You can't force a citation, and anyone promising guaranteed placement in AI answers is selling something I wouldn't buy. Google can also show an AI Overview so complete that nobody clicks through, which is lovely for everyone except the store.

What you can control is the boring list above: get pages indexed, put answers at the top, keep facts matching everywhere, write FAQs in buyer language, compare honestly and earn real mentions elsewhere. All of it also helps normal ecommerce SEO and Shopify SEO, so even if AI search changed its mind tomorrow, none of the work would be wasted.

If you want to see how this looks on a live store, the full hand forged knife catalogue and the guides on the blog are where this work lives. And if a buyer wants something that isn't in stock, the custom knife builder lets them pick the blade style, steel, size and handle wood themselves.

So, a question for anyone doing GEO on a small store: have you actually seen an AI tool start citing you after a specific change, or does it still feel like weather to you too?

Shopify SEO for a Small Ecommerce Store: What 51 Unindexed URLs Taught Me

xcutlery — Tue, 03 Nov 2026 10:09:48 +0000

Most ecommerce SEO advice is written for stores with ten thousand products and a content team. This one is about a store with two dozen products, a handful of collections and one person (me) doing the SEO between other jobs.

The store is XCutlery, a Shopify shop that sells hand forged kitchen knives. Cleavers, chef knives, butcher knives, fillet knives, knife sets. Every blade is made by hand, which is great for the product and mildly annoying for SEO, because "handmade" is the one word every competitor also uses.

No code in this post. Everything here can be done from the Shopify admin, a spreadsheet and Search Console. If you build or run small stores, this is the checklist I wish someone had handed me before I started.

The starting point: a store Google mostly ignored

When I first opened Search Console, the sitemap had 41 URLs. Only 18 were indexed. A long list sat under "Discovered, currently not indexed", which is Google's polite way of saying it knows the page exists and has decided not to bother. Daily impressions were somewhere between 2 and 7.

That is not a ranking problem. You cannot rank a page that is not in the index. So the first job was to make the site easier to understand, and only after that worry about keywords.

Collection pages carry more weight than product pages

On a small store, collection pages are where the search demand lives. People search "meat cleaver" or "hand forged chef knife" far more often than they search for a product name they have never heard of. Product names like Kraken or Warthog are fun on the shelf. Nobody types them into Google.

So I treated every collection as its own landing page with one clear job:

Hand forged meat cleavers targets cleaver searches and nothing else
Hand forged chef knives targets chef knife searches
Butcher knives and brisket and BBQ knives split the meat cutting intent instead of fighting over it
Knife sets and knife gifts catch the buyers who want a bundle or a present

The mistake I see on most small Shopify stores is three collections all trying to rank for the same phrase. Google picks one, ignores the others, and sometimes picks the wrong one. Give each page a lane and let it stay in that lane.

Each of the 11 collections got a rewritten title, SEO title, meta description and a proper description. The description goes in two parts. A short intro sits above the product grid so shoppers see products straight away. The longer, more useful copy sits below the grid, where search engines still read it and humans who want detail can find it. Putting 800 words above the products is how you get great SEO copy and no sales.

The navigation was quietly working against the site

This one took me longer to spot than I would like to admit. The main menu linked to tag filtered URLs, the kind Shopify creates when you filter a collection by a tag, instead of linking to the real collection pages.

Those filtered pages are thin. They duplicate the real collection, they split your internal links between two URLs, and they send Google a mixed signal about which page is the important one. Your menu is the strongest internal linking you have, because it appears on every page. If it points at the wrong URLs, every page on the site is voting for the wrong candidate.

Fixing it meant going through the menu in the Shopify admin and pointing every item at its real collection. Ten minutes of clicking. Probably the most valuable ten minutes of the whole project.

Two domains, one store, and a duplicate content headache

The store also serves Australian buyers on a second domain. It did not redirect. It served the exact same pages, which is about as clean an example of duplicate content as you will find.

The fix lives in Shopify Markets. Connect the second domain to its own market, set the local currency, and let Shopify output the hreflang tags so each version tells Google the other one exists. Then the step everyone forgets: submit the sitemap in the second domain's own Search Console property. Google does not guess that for you.

After that, check the live page source rather than trusting the settings screen. Settings screens are optimistic. The rendered page is the truth.

Product titles and alt text, done in one spreadsheet

The product pages had the usual small store problem. Titles and meta descriptions that sounded slightly different and said exactly the same thing. Google reads that as a site with nothing much to say.

Rather than edit 24 products one at a time in the admin, I exported the products CSV, rewrote everything in a spreadsheet and imported it back. Each product got:

A title that leads with what it is, then the size, then the name. "Warthog 6 inch Hand Forged Meat Cleaver" tells a searcher something. "Warthog" alone tells them it might be a nature documentary.
A unique SEO title and meta description written for that one product
Tags that match real search terms, so tag pages behave more like useful category pages
Alt text for every image. That came to 122 images, which is a fun afternoon if your idea of fun is describing knives to a screen reader

Alt text matters twice over on an ecommerce site. It helps people who use screen readers, and it is how Google Images works out what your product is. "IMG_4471" is not a description.

Cleaning out the sitemap

A young site does not get much crawl attention, so I stopped handing it out to pages that do not need it. The cart page got a noindex. A stray file that had somehow found its way into the sitemap came out. Empty collections were hidden instead of left sitting there, live and lonely, with no products in them.

None of this is exciting. All of it helps Google spend its limited visits on pages that can actually sell something.

Writing for AI search, not only the blue links

A growing share of shoppers now ask ChatGPT, Perplexity or Google's AI Overviews before they ever click a store. Questions like "what cleaver can cut through bone" or "is a hand forged chef knife worth the money". Those tools tend to quote pages that answer a question plainly and early.

So the main collections got short FAQ blocks below the product grid, answering the questions buyers actually ask. A few habits made the answers more quotable:

Answer first, explain second. The first sentence should work on its own if someone lifts it out of the page. AI tools do exactly that.

Use the words buyers use. "Meat cleaver", "boning knife", "high carbon steel chef knife". Not the internal naming you came up with in a meeting.

Keep facts consistent everywhere. If the shipping page says one thing and the FAQ says another, a person loses trust and so does a model trying to work out which one is true.

Give the site real trust signals. XCutlery has been making knives since 2019, and the reviews on the reviews page came across from years of selling on Etsy. A clear lifetime warranty page, a real about page and a working contact page all help Google and AI tools decide the store is a real business and not a pop up that will vanish next month.

Internal links between guides, collections and products

Once the collections were in shape, the next job was linking them together properly. The plan is straightforward. Each guide in the blog should link to the collection it talks about. Sibling collections should link to each other where it makes sense, so a cleaver page can point to butcher knives and a chef knife page can point to knife sets. Products link back up to their collection.

The goal is simple. Wherever someone lands, there should be an obvious next page, and Google should be able to follow the same path. Orphan pages, the ones nothing links to, are the ones that end up in "Discovered, currently not indexed" forever.

There is also a custom knife builder on the site, which is a nice example of a page that needs internal links pointing at it, because no one searches for it by name. Links from the gifts collection and the product pages do that job better than hoping Google finds it alone.

The order I would do it in again

If I picked up another small Shopify store tomorrow, this is the order I would follow:

Open Search Console and look at what is actually indexed before touching anything
Fix the menu so every link points at a real collection URL
Sort out duplicate domains with Markets and hreflang, and submit each sitemap
Give every collection one keyword lane and rewrite its copy, short intro above the grid, detail below
Rewrite product titles, metas, tags and alt text in one CSV pass
Clean the sitemap of anything that should not be there
Add FAQ answers written for AI search
Link guides, collections and products together so nothing sits alone

Keyword research comes in at step four, not step one. On a small store the technical mess usually costs more traffic than any missing keyword does.

Final thought

Small stores have one real advantage over big ones. You can fix the whole site in a week. A big retailer needs three meetings to change a menu item. You need a Tuesday afternoon.

If you want to see how the collection pages ended up, have a look around xcutlery.com. And if you have a trick for getting stubborn pages out of "Discovered, currently not indexed", put it in the comments. I have a few pages that could use it.