
Beyond the Blue Links: Navigating the Shift from SEO to GEO
Ben Cohen and Ido Navarro break down how AI search and generative answer engines are reshaping online brand visibility, contrasting traditional SEO with Generative Engine Optimization (GEO). They explore the importance of entity clarity, third-party validation, and structuring extractable content that models can accurately summarize and recommend.
Chapter 1
The Customer Who Never Visits
Ido
Here's a scenario. Someone needs a new project management tool for their team. They ask an AI assistant for the best options, then ask it to compare the top three, then ask what the catch is with each one. By the end they've got a favorite, and they never opened a single company website.
Ben cohen
And that's what should make a business owner a little uneasy. In your analytics, that customer doesn't exist. No visit, no session, nothing. But a decision got made. Maybe you were in the shortlist, maybe you weren't, and maybe you were described wrong.
Ido
So that's the question for today. How does a brand stay visible when the interface between the customer and the web is increasingly an AI assistant?
Ben cohen
Welcome to Be Visible. I'm Ben Cohen.
Ido
And I'm Ido Navarro. This show is about AI visibility, GEO, SEO, and agents. Basically, how websites and brands get discovered, understood, and recommended in a web where AI sits in the middle.
Ben cohen
Today we'll cover what actually changed, how GEO differs from SEO, the technical plumbing like llms.txt, markdown, and schema, what happens when the visitor is an agent, and then a checklist you can start on this week. And we'll try to be honest about what works today and what's still a hypothesis.
Ido
Let's start with the data, because it's easy to dismiss this as hype. Ahrefs reported a Forrester finding that 94% of business buyers now use AI search when they're buying. And buyers rated it above vendor websites, product experts, and sales reps.
Ben cohen
Above vendor websites. Think about that. We spent twenty years obsessing over our own websites as the center of the universe, and buyers are saying the AI answer matters more to them. On the consumer side, Ahrefs also cites NielsenIQ putting it at 42% of consumers researching products with AI. So it's not only a B2B thing.
Ido
One caveat. Those are survey numbers, and they tell us people use it, not that every decision is made there. But the direction is clear. And there's a second data point I like, from Ryan Law at Ahrefs. AI Overviews now appear for 83% of branded queries.
Ben cohen
Branded queries. So somebody types your company name specifically, and Google still puts a generated summary on top, pulling from third party sources like Wikipedia and YouTube alongside your own properties. Your name, but not your story.
Ido
Right. And that's the shift. Visibility used to mean being found. You ranked, someone clicked, and you got to tell your story on your own page. Now visibility also means being understood, selected, summarized, and recommended, often before anyone clicks.
Ben cohen
Which brings up the question I know people are thinking. Is this really different from SEO? Because half of what I read says GEO is just SEO with a new name.
Ido
I think both camps are partly right. Let me put it this way. Traditional SEO is built around a results page. Keywords, backlinks, crawlability, and the goal is a position in a list of blue links. In a generated answer, there's no position seven. There's no numeric rank to chase. The model builds a response, and your brand is either in it or it isn't.
Ben cohen
So the old foundations still matter. If a crawler can't reach your page, nothing else matters. Fast pages, clean architecture, good content, that all stays.
Ido
Exactly. SEO doesn't go away. GEO adds layers on top. Entity clarity, meaning the system knows exactly who you are and what you do. Extractability, meaning your content is easy to pull a clean answer from. And third party validation, because when a model builds a shortlist, it leans on context about you from places you don't control.
Ben cohen
That last one changes the business strategy. You can't only polish your own site. If the sources that mention you describe you vaguely or inconsistently, the model inherits that vagueness. I'll say this is partly interpretation. Some of the research out there suggests mentions elsewhere may matter as much as your own content, but it's still early and people disagree on how much.
Ido
Good flag. So the practical framing is this. Your website has to say clearly what the company does, who it serves, and why it should be trusted. Clear problem and solution pairing. Named authors with real expertise. Original data, concrete examples, direct answers. The stuff that's easy to quote.
Ben cohen
Easy to quote is a great test. If I handed your page to an intern and asked them to summarize your product in two sentences, could they? If the answer is no, a model will struggle too, and it won't ask you a clarifying question. It'll just guess.