The search industry issues a new acronym roughly as often as it issues a new consultancy to sell it. AEO and GEO arrived close enough together that most explanations of one are really explanations of the other, and the useful question gets lost somewhere in the middle: what actually differs here, and what is the same thing wearing a new label?
The short version is that SEO, AEO and GEO aren’t three separate marketing disciplines. They are three approaches to the same fundamental problem — how do you make your brand discoverable and credible when people are looking for information? What separates them is narrower than the acronyms suggest: where the answer comes from, and what you are actually trying to optimise for.
The argument
SEO, AEO and GEO are not three disciplines. They are three answers to one question: how do you stay discoverable and credible at the moment someone is looking for information? Everything else is a difference in where that answer gets delivered.
Chapter 01
SEO vs AEO vs GEO at a glance
Before the definitions, the shape of the thing. Six dimensions where the three genuinely diverge — and one row at the bottom that does most of the work.
| Dimension | SEOSearch Engine Optimisation | AEOAnswer Engine Optimisation | GEOGenerative Engine Optimisation |
|---|---|---|---|
| Primary environment | Search engines | Answer engines | Generative AI |
| Goal | Earn rankings | Earn answers | Earn mentions and citations |
| Typical output | A search result | A direct answer | An AI-generated response |
| Core focus | Relevance and authority | Answerability | Authority, context and citations |
| User behaviour | Search, then click | Search, then read | Prompt, then read |
| Key question | “Can I rank?” | “Can I be the answer?” | “Will AI mention me?” |
Scroll to compare
That table is a map, not a set of walls. Treat the three as rigid categories and you end up running three strategies where one system would have done. The rest of this is what those columns mean in practice, and where they leak into each other.
Chapter 02
The search landscape has changed
The model most marketing plans were built on is simple enough that it never needed writing down. Someone searches on Google, scans a page of results, clicks through to a website, and converts there. Every link in that chain is a place you can intervene, and SEO is the name for intervening in it.
Three newer paths now run alongside it. Google returns an AI Overview above the results. ChatGPT answers directly, and sometimes recommends a provider. Perplexity answers and cites its sources. In each case something has been removed from the middle of the chain.
Where the answer arrives
The familiar model
GoogleSearch resultsYour websiteConversionStep 3
Google AI Overview
GoogleAI OverviewAnswerStep 2
ChatGPT
ChatGPTAnswerRecommendationStep 2
Perplexity
PerplexityAnswerCitationsStep 2
What actually changed
The key change isn’t that AI is replacing Google. It’s that the search experience increasingly delivers the answer before the user ever reaches your website.
8%
Clicked through, with an AI summary
15%
Clicked through, with no summary
The Pew Research Center tracked the real browsing of 900 US adults across 68,879 Google searches in March 2025. When an AI summary appeared, people clicked through to a site 8% of the time; when it didn’t, 15%. Links inside the summary itself were clicked on 1% of visits.
That distinction is the setup for everything else here. SEO still describes, accurately, how to win a list of links. What it doesn’t describe is what happens when the list is no longer the thing the user is looking at — which is how it stopped being a complete framework without ever becoming wrong.
Chapter 03
So what actually is SEO?
Direct answer
Search engine optimisation is the practice of improving your ability to appear prominently in traditional search results. It works on the crawl, the page and the authority signals around it, so a search engine can find your site, understand it, trust it and rank it.
Worth keeping this short, because it’s the part everyone already knows. SEO breaks into a fairly settled set of components, and none of them have gone anywhere.
What SEO covers
Technical accessibility
Whether a crawler can reach, render and index the page at all.
Search intent
Whether the page matches the job the query is actually trying to do.
Content relevance
Whether it covers the subject properly rather than mentioning it.
Authority
Whether anything outside the page suggests it can be trusted.
Internal linking
How the site tells a crawler which pages matter and how they relate.
Backlinks
External endorsement, and still one of the clearest ranking signals a search engine has.
User experience
Speed, stability and usability on the device the visitor actually has.
Structured data
Machine-readable labels that state what the page is.
The first distinction
SEO traditionally optimises the destination — the place where the user will eventually find the answer. It assumes the user gets there.
Chapter 04
What is AEO?
Direct answer
Answer engine optimisation is the practice of making your content the answer a search experience returns directly, rather than a link the user has to follow. The objective shifts from ranking for a query to supplying the response to it.
SEO asks
How do I rank for this query?
AEO asks
How do I provide the answer to this query?
One word changes the brief. A rank is a position you hold; an answer is a piece of content someone else displays on your behalf.
Where AEO plays out
- Featured snippets
- People Also Ask
- Knowledge panels
- AI Overviews
- Voice search
- Other answer-oriented results
What connects those surfaces is extraction. None of them read your page to the user — they lift something out of it and present it on their own terms. So the content has to be clear, direct and extractable: a definition that survives being pulled out of its paragraph, a figure with its unit attached, a list that keeps its shape when it lands somewhere else.
The query
“How much does Google Ads cost?”
Traditional SEO thinking
Create a comprehensive article targeting the keyword “Google Ads cost”.
AEO thinking
Make sure the page contains a clear, authoritative answer that an answer engine can confidently extract.
Both belong on the same page. The difference is whether the second one was a requirement in the brief, or something you hoped would fall out of the first.
Chapter 05
What is GEO?
Direct answer
Generative engine optimisation is the practice of increasing the likelihood that your brand, content or expertise is represented inside AI-generated responses. There is no ranked list to climb — the system either draws on you when it composes an answer, or it doesn’t.
The question each one asks
- 01SEO
How do I rank?
Compete for a position on a list the user still has to read.
- 02AEO
How do I become the answer?
Supply the response the surface returns instead of the list.
- 03GEO
How do I become part of the answer?
Earn a mention inside something the model writes itself.
Becoming part of an answer isn’t something a single page achieves on its own. GEO runs on a wider set of signals, and most of them describe your brand rather than your content.
What GEO runs on
- Brand mentions
- Citations
- Third-party sources
- Topical authority
- Entity recognition
- Consistent brand information
- Expert content
- Digital PR
- Reviews and external signals
What predicts being mentioned
Branded web mentions
0.664
Branded anchor text
0.527
Brand search volume
0.392
Backlinks
0.218
40%
Visibility lift, at most
The paper that introduced the term generative engine optimisation — Aggarwal et al., KDD 2024 — tested nine content strategies against GEO-BENCH, a benchmark of 10,000 queries, and found that source-level tactics such as adding citations, quotations and statistics lifted visibility inside generated answers by up to 40%.
The distinction that matters
GEO extends beyond your own website. Most of the signals it runs on sit on domains you don’t control and can’t edit.
Chapter 06
The misconception: AEO/GEO is SEO 2.0
There’s a comfortable version of this argument doing the rounds: just do good SEO, and the AI systems will find you. It isn’t wrong. It’s incomplete, and the gap is wider than it sounds.
Traditional SEO is heavily focused on one thing — your website’s ability to rank. GEO involves the wider information ecosystem surrounding your brand, and your site is only one node in it. The clearest evidence that these are not the same job is that ranking no longer reliably predicts being cited.
38%
Of AI Overview citations
Also rank in the top 10 · 38%
Cited, but not ranking · 62%
Across 863,000 SERPs and four million AI Overview URLs, Ahrefs’ AI Overview citation study found that only 38% of the pages cited in an AI Overview also appear in the top 10 for that query. Ranking first and being quoted are related, but they are not the same achievement.
What each one can see
Read by a generative engine
Optimised by SEO
Your website
The only region on this diagram you publish yourself.
Everything you do not host
- Industry publications
- Reviews
- Directories
- Expert commentary
- Third-party articles
- Other authoritative sources
Industry publications, reviews, directories, expert commentary, third-party articles, other authoritative sources — all of them feed how an AI system understands who you are and what you can credibly speak to. Almost none of them are yours to edit. That creates a genuinely interesting shift in what the work is.
SEO asks how visible your website is. GEO asks how visible your expertise is across the web.
Chapter 07
The nuance most versions of this miss
Having drawn the lines, it’s worth blurring them on purpose. These are not rigid categories, and treating them as three separate workstreams is its own failure mode — three briefs, three owners, three sets of overlapping work.
Good technical SEO helps AEO and GEO for an entirely unglamorous reason: search engines and AI systems still have to crawl your site, understand what’s on it and retrieve it later. A page that can’t be parsed is invisible to all three at once.
How the three sit together
- 03GEOVisibility within generated answers
- 02AEOStructured, extractable answers
- 01SEOThe technical and content foundation
There is significant overlap between all three, and the overlap is the cheap part — most of the work that makes a page extractable also makes it rankable. That 38% figure cuts both ways, too: a top-10 ranking is nowhere near sufficient for a citation, but it still accounts for more than a third of them, which is a long way above chance.
Chapter 08
Which should you optimise for?
All three — but not equally, and not as three projects. In practice it collapses into three questions, asked in this order, of any page before it ships.
Three questions, in dependency order
- 01
Can it be found?
Crawlable, indexable, internally linked, marked up. This is the foundation layer and it isn’t optional, because failing it makes the other two questions moot. It’s also the most boring one, and the one most often assumed rather than checked.
- 02
Can it be lifted?
Does the page contain a clear, self-contained answer, positioned where the question is actually asked? A definition that survives extraction, a figure with its unit, a list that holds its shape out of context.
- 03
Can it be trusted elsewhere?
Is the expertise visible off your own domain — named authors, cited sources, third-party coverage, consistent brand information wherever the brand appears? This is the slowest of the three and the hardest to fake.
The order matters more than the labels. A brilliantly extractable answer on a page nothing can crawl is worth nothing. A perfectly crawlable page with no clear answer wins the position and loses the click. And a site that does both, for a brand with no presence anywhere else, still gets left out of the response a model writes.
The brief worth changing
Most content briefs still ask one question: what is this meant to rank for? The more useful brief also asks which system decides whether this gets found at all — and whether the page was built for that system, or just for the one everyone is used to writing for.
None of this makes SEO obsolete. It makes SEO too small a word for the job. The work still starts with a site an engine can read; it just no longer ends there, because the answer is increasingly assembled somewhere you don’t own, out of sources you didn’t publish.
Chapter 09
Frequently asked questions
What is the difference between SEO, AEO and GEO?
SEO optimises for rankings in traditional search results. AEO optimises for being the direct answer a search experience returns, such as a featured snippet or an AI Overview. GEO optimises for being mentioned or cited inside an AI-generated response. Same underlying goal, three different places the answer is delivered.
Is GEO just SEO with a new name?
No. They overlap heavily, because both need crawlable, credible content. But SEO is mostly about your website’s ability to rank, while GEO also depends on the wider information ecosystem around your brand — third-party articles, reviews, directories and expert commentary you don’t host.
Does AEO replace SEO?
No. AEO is a shift in objective, not a replacement discipline. Answer engines still have to crawl, understand and trust a page before they will extract anything from it, so the technical and authority work SEO covers remains the precondition.
What is an answer engine?
Any search surface that returns a direct answer instead of, or above, a list of links. Featured snippets, People Also Ask, knowledge panels, voice assistants and AI Overviews all qualify. The common feature is that content is lifted out of a page and presented on the engine’s terms.
Do I need to do all three?
In practice yes, but as one system rather than three programmes. Technical SEO is the shared foundation, extractable answers serve both AEO and GEO, and off-site credibility mostly serves GEO. Sequence the work by dependency: findable, then liftable, then trusted elsewhere.
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