SEO isn’t dead, it just grew up: understanding AEO, AIO and GEO

Every few months someone declares SEO is dead. Then, without fail, a new acronym shows up to take its place.

First it was AEO. Then AIO. Now there’s GEO.

And honestly? It’s starting to sound like we’re collecting letters in the alphabet rather than improving content.
But beneath the buzzwords, there’s actually something useful going on. Search isn’t dying; it’s evolving. And if you create content for a living, you’ll want to understand how.

The quick version (before we get into the weeds)

Here’s the cheat sheet:

• SEO is about ranking — convincing Google your content deserved to be seen.
• AEO is about answering — making sure Google understands your content well enough to show it as the best answer.
• AIO is about being referenced — helping AI models understand and repeat what you mean.
• GEO is about being trusted — by both AI systems and actual humans.

I'll be honest, all these acronyms (AEO, AIO, GEO) are kind of saying the same thing.

They all point to the same bigger shift: what some people are calling AI SEO.
It’s the next evolution of visibility — not just ranking in Google, but being retrieved, cited, and trusted by AI systems like ChatGPT, Gemini, or Google’s AI Overviews.

The fundamentals of SEO haven’t changed. Relevance, authority, and clarity still matter just as much as they did before.
What’s changed is how those signals are interpreted.

AI systems don’t just rank results; they synthesise and summarise them. That means visibility isn’t only about what’s on your website anymore; it’s about how your brand shows up everywhere across the web.

Back when SEO ruled the world

Traditional SEO was simple in theory: write useful content, choose good keywords, and convince Google you’re worth ranking. That usually meant keyword research, metadata, backlinks, and content structures Google’s crawler could understand. If you ticked the right boxes (and your competition didn’t), you’d show up on page one.

That system worked because Google was the gatekeeper. Every search began in the same place, and Google’s blue links controlled the flow of information.

But over time, search changed. People started asking more conversational questions (“What’s the best X for Y?”). Search engines got smarter about context. And now, AI tools can answer entire questions without sending anyone to your site at all.

So, SEO didn’t die. It just stopped being enough.

Then came AEO: Answer Engine Optimisation

AEO appeared when Google started showing answers inside the search results — featured snippets, “People Also Ask” boxes, and voice-search responses.
It wasn’t enough to rank anymore; you had to be the answer.

AEO forced marketers to think about structure. You couldn’t bury the answer halfway down a 2,000-word blog anymore. It had to be clear, scannable and direct.

That meant:

• Writing in natural question-and-answer formats.
• Using proper headings and subheadings (H2s, H3s).
• Including short, factual summaries before long explanations.
• Adding schema markup so search engines could easily identify entities, FAQs and how-to sections.

AEO was still SEO, just smarter and more human. It rewarded content that sounded like it was written by someone who understood the question, not just the algorithm.

If you’re optimising for AEO today:

• Start every article by identifying the exact questions your audience is typing (or asking AI).
• Put the clear answer first, then the context below.
• Use structured data (FAQ, How-to, Article schema) to help engines interpret it.

AIO: Optimising for the machines that “think”

Then AI tools arrived. ChatGPT, Perplexity, Gemini — all powered by large language models that don’t crawl websites like Google does. They learn from huge datasets and then generate new text based on patterns they’ve seen.

That’s where AIO (AI Optimisation) entered the chat.

If AEO was about being the right answer, AIO is about being the right reference.
It’s making sure AI tools can correctly summarise, paraphrase, or cite your content.

That means clarity matters more than ever. AI models misinterpret vague or fluffy writing. They rely on patterns, structure and attribution.

When I edit client content for AIO, I look for things like:

• Context — Does every paragraph make sense on its own if pulled out of context?
• Clarity — Would AI understand who’s speaking, what’s being claimed, and what’s fact vs opinion?
• Attribution — Are quotes, stats and claims clearly linked to reliable sources?
• Tone — Does it sound conversational enough that an AI model would echo it naturally rather than flattening it into jargon?

If you’re optimising for AIO today:

• Use unambiguous, plain language. Don’t hide meaning in metaphors.
• Add clear source links and bylines. AI models weigh credibility when deciding what to reuse.
• Keep your content updated; outdated facts make AI distrust it.
• Think like an editor: if an AI copied this sentence into a summary, would you be happy with how it represents you?

GEO: Generative Engine Optimisation — the next step

Generative search engines — tools like ChatGPT, Perplexity, or Google’s new Search Generative Experience (SGE) — don’t just point to answers. They write the answers themselves.

They pull ideas, facts and phrasing from multiple credible sources to generate an entirely new response.

So while AEO focused on clarity and AIO on interpretability, GEO focuses on credibility and connection.

Generative engines need to know which sources to trust before they blend them. They favour content that’s structured, current, and signals genuine expertise.

To optimise for GEO, you need to think like both a content strategist and a data architect.

What GEO-friendly content looks like

• Readable: clear structure, logical flow, accessible explanations.
• Credible: real authors, credentials, cited sources, external validation.
• Linkable: internal and external linking that shows topic depth and authority.
• Fresh: regularly updated with new data and perspectives.
• Consistent: cohesive tone and terminology across articles.

GEO isn’t about algorithms, it’s about building the kind of content ecosystem both humans and machines trust.

Why this matters

When someone asks an AI engine, “What’s the best super fund for teachers?” or “How do small SaaS companies generate leads?”, those engines are drawing on the clearest, most reliable content they can find.

If your content is ambiguous, outdated, or thinly linked, you’ll be invisible in that conversation.

And this shift isn’t just tactical — it’s organisational. SEO can’t live in a silo anymore. Your content, PR and brand presence all contribute to how AI systems perceive your business.

Visibility now includes citations, mentions and brand sentiment across AI-generated results — metrics that are only just starting to be trackable.

So — are AEO, AIO and GEO basically the same thing?

Pretty much, yeah.

The truth is, most of these acronyms are just different lenses on the same big shift — what some call AI SEO or AI search optimisation.

They all describe the same goal: helping your content show up in AI-generated answers (whether that’s Google’s AI Overviews, ChatGPT, Perplexity or Gemini).

Each term came from a slightly different camp:

• AEO grew out of the SEO world, focused on structured answers for search snippets.
• AIO came from the AI community, about helping large language models interpret and reuse content accurately.
• GEO popped up once generative engines started blending and citing sources in real time.

Different terms, same outcome: visibility beyond the blue links.

And yes — the reason there are so many acronyms is because everyone’s trying to name the same shift from their own angle: SEO pros, PR teams, data scientists, content marketers. We’re all describing how content meets technology in slightly different words.

The fundamentals haven’t changed.
Relevance, clarity, authority, trust — still the pillars of great content.
What’s changed is how those signals are interpreted and where they appear.

Instead of just tracking rankings and clicks, we now think about:

• Being retrieved (does AI find your content?)
• Being cited (does it quote or summarise you correctly?)
• Being trusted (does your brand show up as a credible source across the web?)

So when you hear AEO, AIO or GEO, remember they’re not competing frameworks. They’re just different ways of describing the same evolution — content that performs in search and in AI-generated experiences.

Putting it all together

Here’s how these layers stack in practice:

• SEO is your foundation — technical health, metadata, keyword intent, backlinks.
• AEO shapes how you structure and phrase information.
• AIO ensures your meaning and context survive when summarised by machines.
• GEO pulls it all together — clarity, authority, and trust that crosses both human and AI audiences.

Each layer strengthens the next. If your SEO is weak, AEO won’t matter. If your AEO is sloppy, AI won’t reference you. If your AIO signals are inconsistent, GEO won’t see you as credible.

Backlinks, reviews, author credibility and content freshness still matter — AI just weighs those signals differently, favouring clarity and expertise over keyword repetition.

Search is no longer just about ranking on page one.
It’s about showing up in conversations — human or machine — with content that’s clear, trustworthy and worth repeating.

So yes, SEO isn’t dead.
It just grew up.

And if your content hasn’t yet, that’s where I come in.

At AX Content, I help brands build that modern visibility stack — from SEO foundations to GEO-ready content — through:

• Visibility retainers for ongoing content and optimisation support
• Capsule Content packages to build a strong, AI-friendly content base
• AEO Scorecards that audit how your content performs across search, answer and generative engines
• Website rewrites that make your message clear, human and structured for both readers and machines

👉 Chat to me about where your content sits in the evolution.

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Practical ways to start writing for GEO (without losing your mind)

Here’s what I tell clients who want their content to perform across both search and generative platforms.

1. Refresh your content structure.
   Use clear headings, numbered lists, and short intros that state the takeaway early. If AI or search engines scrape just the first paragraph, it should still make sense.
2. Audit your author signals.
   Make sure every blog or resource has a visible author with a real bio. Link to LinkedIn profiles, credentials, or other published work. AI engines use these as credibility markers.
3. Add schema and structured data.
   This helps search engines and AI interpret your content type — article, FAQ, how-to, review — and surface it correctly.
4. Keep everything up to date.
   Generative models favour recent sources. Review your top pages quarterly. Update stats, examples, and internal links.
5. Link your content like a topic map.
   Build internal links that show depth around core topics. Don’t scatter; cluster. If one page ranks or gets cited, the others benefit.
6. Sound human.
   Seriously. The irony of all this is that AI rewards content that sounds least like AI wrote it. Clarity, warmth, and genuine insight still win.

The bigger picture

For most businesses, this evolution doesn’t mean starting from scratch. It means refining what you already have.

When I review a client’s content, I’m not looking for keyword density anymore. I’m looking for clarity, structure, credibility and freshness — the four pillars of modern visibility.

SEO still matters. But on its own, it’s like a great book left on the wrong shelf.
AEO, AIO and GEO are how you make sure people (and AI) can actually find it, understand it, and quote it.

The takeaway

Search is no longer just about ranking on page one.
It’s about showing up in conversations — human or machine — with content that’s clear, trustworthy and worth repeating.

So yes, SEO isn’t dead.
It just grew up.

And if your content hasn’t yet, that’s where I come in.

At AX Content, I help brands build that modern visibility stack — from SEO foundations to GEO-ready content — through:

• Visibility retainers for ongoing content and optimisation support
• Capsule Content packages to build a strong, AI-friendly content base
• AEO Scorecards that audit how your content performs across search, answer and generative engines
• Website rewrites that make your message clear, human and structured for both readers and machines

Chat to me about where your content sits in the evolution.