1. The moment you realize your SEO isn't enough
You publish solid content. Not something rushed. A real article, well-crafted, structured, optimized. You manage to rank well on Google, sometimes even on interesting queries.
And yet, when you ask a question in ChatGPT, Perplexity or Google AI… your site doesn't exist.
Not poorly ranked. Not poorly understood. Just absent.
Instead, you see content that's sometimes worse, less complete, sometimes even more recent and clearly less polished… but which, for them, gets picked up.
That's when doubt sets in. You wonder if you've missed something.
In reality, yes. But not where you think.
The problem isn't your SEO.
The problem is that your content isn't designed to be used by an AI.
And that changes everything.
Because AIs don't work like Google. They don't really "rank" things. They search, understand, recompose. And for that, they need a very specific format.
In other words: continuing to do traditional SEO without adapting your content means accepting to become invisible in a channel that's taking up more and more space.
2. Think "extraction" rather than "reading"
This is probably the most misunderstood point, yet the most structuring.
When you write for a human, you build a narrative. You take time to introduce ideas, nuance, contextualize. You tell a story.
An AI doesn't work that way. It doesn't read your content holistically to understand the intent. It breaks it down, it scans, it looks for directly usable elements.
In practice, it extracts.
That means it favors clear blocks, autonomous sentences, definitions directly reusable. Anything that requires interpretation effort becomes a barrier.
Let's take a very concrete example.
A paragraph like this one might seem correct:
GEO fits into a logical evolution of SEO, in a context where engines become increasingly capable of understanding user intentions.
It's clean, it's fluid… but it's useless for an AI.
Now, look at this version:
GEO (Generative Engine Optimization) consists of structuring content so it can be understood, extracted and used by generative AIs like ChatGPT or Perplexity.
Here, there's no more ambiguity. The sentence is directly usable. It can be reused as-is in an answer.
That's exactly what AIs are looking for.
What I often notice is that many SEO contents are very good… but unusable in this context. Too narrative, too diffuse, too "human" in the classical sense.
If you really want to move forward, you need to work your AI Content Optimization approach. That's where everything starts.
3. Structure your pages to be exploited (not just pleasant)
We all learned to structure pages for SEO. H1, H2, paragraphs, internal linking… the basics are known.
But in GEO, structure no longer just organizes reading. It enables extraction.
And that's a major difference.
An AI doesn't consume your page like a user. It doesn't move from top to bottom following your reasoning. It comes to get specific pieces.
So your objective becomes simple, but demanding:
⟶ each block should be understandable independently of the rest
That implies several things.
First, explicit titles. Not "pretty" or creative titles, but titles that say exactly what they contain. "What is GEO?" will always work better than a more vague or marketing-focused title.
Then, a real hierarchy. Many pages are structured in appearance, but in reality everything is at the same level. Nothing stands out. Nothing is prioritized. For an AI, that's noise.
Finally, a segmentation logic. A good GEO page looks more like a succession of modules than a continuous block.
A very telling case: I've already seen a page gain visibility in AI responses simply by being restructured, without adding content. Same text, same substance… but better segmented.
That's often where the difference is made.
If you want to dig deeper into this, the logic of GEO Page Structure definitely deserves to be explored further, because it's an underestimated lever.
4. Build credibility (EEAT GEO version)
This is a point many still underestimate, often because they reduce it to an SEO checkbox.
In GEO, credibility isn't a bonus. It's a filter.
You can produce perfectly structured, clear, exploitable content… if the AI doesn't consider your source reliable, it will move on.
And here, we're touching on something deeper than traditional SEO.
AIs don't just look at your page. They cross-reference information, compare sources, evaluate overall coherence. They look for trust signals.
Which means concretely that:
⟶ a generalist site will have a harder time emerging
⟶ a site clearly positioned on a topic has an advantage
I've seen several cases where objectively better content was ignored, simply because it came from a site that was "fuzzy" in its positioning.
Conversely, highly specialized sites, even with imperfect content, were regularly picked up.
You can debate the fairness of the system… but in reality, that's how it works.
My view is quite clear on this point: if your site doesn't convey clear expertise, you start with a handicap.
The subject of EEAT GEO really deserves to be worked on in depth, because that's what conditions everything else.
5. Work on entities and sources
This is probably the most technical lever, but also one of the most powerful.
An AI doesn't "see" your site as a set of pages. It manipulates entities: subjects, concepts, names, relationships.
If your site isn't clearly associated with one or more strong entities, it remains peripheral.
And that directly shows in generated responses.
Let's take two simple cases.
A site that talks about everything: SEO, marketing, business, AI… with content that's sometimes very good.
A site that only talks about GEO, with consistent editorial direction.
On a GEO query, the second will almost always be favored.
Not necessarily because it's better, but because it's identifiable.
Another important point: sources.
AIs place great importance on content that fits into an ecosystem. Citations, references, comparisons… everything that allows you to connect your content to other signals.
Isolated content can be perceived as less reliable.
Connected content inspires more confidence.
I've already seen pages gain visibility just by adding relevant references, without touching the substance.
It's counterintuitive for many, but it works.
If you want to structure this correctly, you really need to understand the logic of Entities & sources.
6. What you can do concretely (without starting over)
No need to start from scratch.
The best approach is to take existing content and transform it progressively.
No revolution. Targeted adjustments.
Start by identifying the key concepts in your article. For each one, make sure there's a clear definition, directly exploitable. Not a vague explanation, but a sentence that can be reused as-is.
Then, look at the structure. Are your sections sufficiently independent? Does each block make sense on its own, without relying on the rest?
If not, rework the segmentation.
Also work on your titles. It's a simple point, but extremely impactful. Titles should be explicit, almost "raw." That's not where you show creativity.
Another habit to adopt: test directly in AIs. Ask questions related to your content, observe the answers, analyze the sources used. You'll quickly identify patterns.
Certain formulations come up regularly. Certain structures are favored. These are valuable signals.
Finally, don't try to optimize your entire site at once. That's the best way to do nothing.
Take an article. Improve it. Observe the results. Then move to the next one.
7. What's happening (without dramatizing)
GEO isn't a trend, or a simple extension of SEO.
It's a logic shift.
We're moving from a system based on ranking to a system based on content usage.
And inevitably, that favors those who adapt quickly.
What I find interesting isn't so much the complexity of the subject… but the fact that many continue to apply traditional SEO logic thinking that will be enough.
It will still work for a while. But less and less.
Conversely, those who take the time to structure their content for AIs, even with simple means, are already starting to stand out.
No need to revolutionize everything.
But ignoring the subject today is becoming hard to justify.