Generative Engine Optimisation vs SEO: What Actually Changed

They've been writing the same article for twenty years. SEO is dead. The sky is falling. Sell the agency while you still can. And the irony never lands, because you found that article by searching for it.

This time the thing everyone's panicking about is AI, and underneath the panic there is a real change. It's just much smaller than the headlines want it to be. Search didn't die. It grew a layer on top, and that layer reads your pages differently to the way a person does.

So here's GEO vs SEO without the hype. What actually changed, what hasn't budged, and what to do about it on Monday morning.

One disclosure before we start: we run a lead generation business, so we've got a horse in this race. You'll notice we tell you where nobody's measured something yet, because the entire argument of this article is that evidence beats confidence.

Is SEO Dead Now That AI Answers First?

No. It expanded. Everything that mattered before still matters: a site that loads fast and crawls clean, pages built around one real intent, a Google Business Profile that's actually filled in.

What's been bolted on top is the AI summary at the top of the results, plus the growing number of people who skip Google altogether and ask ChatGPT who the best plumber in Joondalup is.

That's the shift. Your page now has to satisfy two readers at once. A person who needs convincing, and a machine that needs to lift a clean answer out of your page without getting it wrong.

If you've been building properly, you're most of the way there already. Nothing below is revolutionary. It's just deliberate, and most sites aren't.

What Generative Engine Optimisation Actually Is

Generative engine optimisation, or GEO, means structuring your content so AI search tools can find it, read it properly, and quote you when they answer someone. Same goal as SEO. Different door. Some people call it AI search optimisation, or AEO. Same job.

It helps to know what's happening on the other side, because it explains every tactic in this article. When somebody asks an assistant a question, the model doesn't answer from memory.

The large language model, the LLM, behind it splits the question into smaller sub questions, fetches candidate pages for each one, then decides which of those to open and cite.

That first cut gets made on your title, your URL and a snippet, before it has read a single word of the page.

Two things follow from that. You have to be retrievable, which means you still have to rank, because the pool it pulls from is largely organic search. And you have to be legible, which means a machine arriving with one narrow question can find that answer sitting somewhere obvious.

GEO isn't a replacement for SEO. It's a handful of structural habits stacked on top of it, and nearly all of them make the page better for humans too.

Is GEO Replacing SEO, Or Sitting On Top Of It?

Sitting on top of it. Nothing can cite a page it never retrieved, and retrieval still runs off rankings. Anyone selling you GEO as a replacement for your SEO is selling you a roof with no house under it.

What has genuinely moved is where the customer's eye lands. The results page still lists websites. The map pack is still there. The difference is that a summary now sits in front of all of it, so getting named in that summary, and being one of the three in the map pack, is how the phone rings.

You don't have to be the number one blue link. If you're mentioned up top and you're in the map, I'd bet you're the one getting called.

It's all breadcrumbs. Treat GEO as a discipline inside your SEO, not a separate product beside it.

What Hasn't Changed At All

Technical SEO, crawlability, keyword research, internal linking as an idea, and local consistency. None of it moved an inch. A slow, badly structured site doesn't get rescued by clever formatting.

• Technical health. Clean crawl paths, fast pages, canonicals that work, a real sitemap.
• On page basics. One clear intent per page, a title that matches it, headings in a sane order.
• Local signals. A complete Google Business Profile and the same business details everywhere you appear. More important now, not less.
• Keyword research. Still how you decide what to build. What changed is how you use the output.

If the groundwork is the bit you're missing, start with our guide to Google Business Profile optimisation. It's the first thing we fix on any site, and it's usually the cheapest win on the board.

The Ratio Changed, The Foundation Didn't

Here's the number that settles most of the argument. Ahrefs took 1.4 million ChatGPT prompts and traced where the cited pages came from, split by the channel each page arrived through.

Read it the other way round and 88% of everything ChatGPT cites came straight out of its general search index. That's Ahrefs' data rather than ours, and the study is public if you want to pick through the method.

The practical read is blunt: if you don't rank, you're not in the pool it quotes from, and no amount of clever formatting gets you into an answer.

The same study found only about half the pages it pulls in ever get cited. That gap is the entire job of GEO. Ranking gets you retrieved. Structure decides whether you get lifted or skipped.

So the split between the two jobs was never fifty-fifty and it still isn't close. Classic SEO is the base under nearly all of it. What genuinely moved is the weighting inside that base, between parts of the job you were already doing:

Read down the middle column and notice what isn't in it. Nothing says stop. The proportions moved, the list didn't, and that's the bit the dead-SEO headlines keep leaving out.

One more piece of comfort if you're the one doing the work. You don't need all of it. In local markets you're rarely up against anyone spending serious money here, so applying half of what's in this article is usually enough to see the needle move.

That's a rule of thumb from people working these markets daily rather than a figure we've measured, so take it as a reason to start, not a promise.

Keywords Still Matter, Exact Match Doesn't

Keep doing the research. Stop writing for the exact string. AI and modern search both read context well enough that you no longer have to ping the precise word order somebody typed, so you build the page around its intent and the subject it owns, and the variations come along for the ride.

This is genuinely good news. It kills a whole pile of busywork. You don't need twelve articles spun around the same question to catch twelve ways of asking it. You need one page that owns the subject.

• Research the topic, not the string. You still want the volumes in front of you. You just stop chasing word order.
• Build around one intent. The page owns a subject, and the phrasings people use for it come along for free.
• Let context do the work. Cost, price and how much are the same question, so they're one page, not three.

Which changes the test for whether a page should exist. It used to be: does a keyword variant exist? Now it's: does this page have an intent that nothing else on my site already serves? Two pages answering the same question aren't two assets. They're one asset cut in half, competing with itself.

The Rule We Work To

One intent per page. The second a draft repeats the intent of something you've already published, the right move is to make the existing page better instead of publishing a rival to it.

Information Value Beats Content Volume

Volume on its own won't get you quoted. Why would a generative engine cite a page that says what a hundred other pages already say? It can answer from any of them. It cites the page holding something the others don't have.

So the bar for hitting publish has moved. It's no longer "is this topic relevant". It's "would the internet be missing this if I didn't put it up".

Here's the difference, and it's not subtle:

Everything in the right hand column is built from something only that business has. Its own job data. Its own market. Its own measurements. That isn't a content trick, it's the only moat left now that anybody can generate a thousand tidy words on any topic in about a minute.

And if you're thinking you haven't got any of that, you almost certainly have:

• Your job data. Quotes, measurements, the faults you keep finding, what went wrong and what it cost to put right.
• What you notice seasonally. How the material behaves in a coastal suburb versus an inland one. What February does to the job.
• Expert interviews. Ring three operators in a market you don't compete in, ask them good questions, publish what they tell you. Costs nothing but the phone calls.
• The question every customer asks. You answer it on the phone five times a week. Nobody writing about it knows it better than you do.

We haven't run a clean test that isolates this from everything else we do, so we're not going to quote you a percentage. What we will say is it's the only kind of page we commission for our own sites now.

How To Structure A Page So AI Can Lift The Answer

Put the topic in the heading, answer it in the very next sentence, then expand underneath. That one habit is the most reliable structural change you can make, and it's how Google's AI Overviews get built.

Picture what the machine is doing. It turns up holding one narrow question. It scans your headings for the one that matches. If the answer's sitting right there underneath in plain language, it can take it. If the heading is followed by three paragraphs of throat clearing before you get to the point, it takes somebody else's instead.

The pattern:

1. 1Heading carries one idea, phrased the way a person would actually ask it.
2. 2The sentence straight after it answers the thing. No run up.
3. 3Detail, caveats and examples come after that.
4. 4Lists and tables wherever the content genuinely is a list or a comparison. Both are dead easy to extract.

Keep the hierarchy honest while you're at it. H1 for the page subject, H2 for each big question, H3 for the parts inside it. Don't skip a level because it looks better, and don't use a heading as decoration.

Headings don't have to read like a quiz, either. Who, what, where and why is a handy prompt for finding the single idea, not a template to copy out. Be natural. One idea per heading, answer next to it.

And the bit people get backwards: you're not writing for a machine. You're writing in a hierarchy so clear that a machine can't misread it. Your reader gets the same benefit. Anyone who has scrolled a recipe hunting for the oven temperature knows exactly what a page that buries its answers feels like.

This article is built that way on purpose. Check back up the page. Every heading is followed straight away by the answer.

Internal Links Are A Route Now, Not A Web

Link your pages in the order a customer actually thinks, instead of in all directions at once. Internal links used to be about shunting authority around and putting a keyword in an anchor. They still do that. The bigger job now is walking one reader, and one crawler, along a path you chose.

Mould testing is the cleanest example because the chain is so obvious:

1. 1The service page. Mould testing itself. This is the one that has to convert.
2. 2The problem page. What mould does to a building, and why you'd test for it in the first place.
3. 3The diagnosis page. How it gets identified properly, and what a real inspection involves.
4. 4The solution page. How it gets fixed, including an honest handover to a remediation partner if that isn't your work.
5. 5The evidence page. The readings from the last fifty homes you tested, and what those numbers meant.

Each one links forward to the next. The evidence page links back to the service. Nobody's going to walk the whole chain in order, and that's fine, it's a guided dance rather than a set of instructions.

What you've built is a site where every entry point leads somewhere sensible and the relationship between your pages is obvious to anything reading them in sequence.

Here's the test for whether something deserves a page of its own. If it would show up as a chapter in the contents page of a book on your subject, it's a page, with its own intent and its own structure. If it would be a sentence inside a chapter, it belongs inside a page you've already got.

Starting from a site that links everything to everything? The fix isn't more links. It's fewer, chosen ones. Map the route, then wire it.

What Other People Say About You Outweighs What You Say

Mentions on other people's sites are doing more work than ever, because that's where a model learns what your business is and whether you're worth trusting. Your own site makes the claim. Everybody else corroborates it, and corroboration is the part a retrieval system can actually weigh.

Two routes are worth your time.

Digital PR And Syndication

Press releases still work, and the order matters more than the budget does.

1. 1Write something genuinely newsworthy. A real result, a real change, something a stranger would actually read.
2. 2Publish it on your own site first, so you're on record as the source.
3. 3Wait for it to index. Skip this and the syndicated copies take credit for your words.
4. 4Then submit it to a syndication network. Every pickup is another reference pointing back at you.

Pickup isn't guaranteed, though. A thin release with a weak headline can sink without a trace, so the writing has to carry itself. Nobody on the other end is obliged to run it.

Guest Posting, The Slow Way

Direct outreach, to sites that don't hand placements to everybody. It's slower than buying a package and that's exactly the point. The easy route is automated, which means it's saturated, which means it's worth less. The barrier to entry is the value.

On judging a link, those domain authority scores are still worth a glance and they're no longer the main event. Relevance and context decide it.

A link to a Perth concreter from an Australian building publication beats a higher scoring link from an unrelated site on the other side of the world, because the first one belongs where it's sitting and the second one plainly doesn't.

Location Pages Have To Earn Their Spot

A location page that's your homepage with the suburb swapped in has no reason to exist, and everything reading it can tell. The page has to answer why this service exists in this particular place, in terms you couldn't paste onto the page next door.

The material is sitting right under your nose. Take landscaping across two suburbs in the same city:

Neither column survives being pasted onto the other page, and that's the standard. Where to dig, on any suburb, in about twenty minutes:

• Ground and climate. Sandy coastal soil, reactive clay, salt air, what the afternoon wind does to a fence there.
• Housing stock. Post war brick, new estates on small blocks, heritage overlays, battleaxe blocks a truck can't get down.
• Local rules. Council requirements, verge restrictions, strata approvals, anything that changes how the job runs.
• Who lives there. What they're renovating, what they'll spend, when they tend to call.

Tie every detail back to the service or leave it out, because nobody needs a tourism blurb about the suburb.

The part worth knowing: hardly anyone in local markets is doing this yet. National brands scrap over every inch. In a suburb, being first to write the genuinely specific version of a location page is still an open goal, so get there first and watch those pages move.

We build ours this way in every city we cover, which you can see across the industries we build lead generation sites for and in our client case studies.

What Actually Happened To FAQ Schema

Google stopped showing FAQ rich results to ordinary sites, and it's now retiring the feature altogether. Back in August 2023 it announced FAQ rich results would only show for well known authoritative government and health sites.

Its current documentation goes further and says FAQ rich results are no longer appearing in Search at all, with the search appearance, the rich result report and Rich Results Test support all being dropped in June 2026. Both are on Google's own site: changes to HowTo and FAQ rich results and the FAQPage structured data documentation.

What that means for you:

• The markup isn't hurting you. Google has said structured data it doesn't use causes no problems, so there's no rush to strip it out.
• It's not a visibility play any more. If FAQ schema was your plan for standing out in the results, that plan's expired.
• The FAQ section itself still earns its place. A real question with a real answer, in the page text, is exactly the shape a generative engine grabs. The value was always in the words, never the JSON wrapper.

There's a wider lesson sitting in that, and it's the more useful half. If something can be churned out in bulk from a one line prompt, it was never going to be the thing that set you apart. Anything easy is already everywhere.

GEO vs SEO, Side By Side

Everything above, on one page.

What To Do In The Next Thirty Days

In this order. None of it needs a new tool or a bigger budget.

1. 1Find your repeated intents. List every page, write its purpose in one sentence. Any two with the same purpose get merged into the stronger one, and the weaker one redirects.
2. 2Move your answers up. On your five most important pages, shift the direct answer into the first sentence after each heading and push the run up underneath.
3. 3Map one journey properly. Take your highest value service and build the route: service, problem, diagnosis, solution, evidence. Write whatever's missing.
4. 4Make your details match everywhere. Google Business Profile, website, socials, directories. St versus Street won't hurt you. An old phone number will.
5. 5Rewrite one location page for real. Pick the suburb that matters most and make that page impossible to paste onto the next one.
6. 6Bank one piece of evidence. Pull the numbers off your own jobs, or interview an operator outside your market, and publish the thing nobody else can.
7. 7Earn one real mention. One outreach guest post, or one release worth syndicating. One is enough to learn how it goes.

If you want to know what all this is worth before you spend a weekend on it, our lead value calculator will tell you what one extra enquiry is actually worth to your business. That number tends to settle the argument fast.

Frequently Asked Questions

Where That Leaves You

None of this asks you to throw out what you've got. Intent instead of volume. Answers instead of preamble. A route instead of a tangle. Evidence instead of assertion. Before you publish anything, ask yourself how it adds something to the market you're in, and if there's an answer, hit publish.

Don't let the new technology spook you either. Every couple of years something arrives that's supposedly the end of all this, and the people who kept building useful pages kept getting the calls.

If you'd rather we did it for you, have a look at how we generate leads for trade businesses or get a lead plan for your business and we'll map the work against your market.