Google did the thing. They finally published official, on-the-record, here-it-is-in-writing guidance on how to optimize for their generative AI search features. AI Overviews. AI Mode. The whole "we summarize the internet at the top of the search results now" experience.
The post is called "Optimizing your website for generative AI features on Google Search," if you want to read it yourself (Google Search Central). We read it. Twice. With coffee. We are here to translate.
The TL;DR is genuinely surprising and the implications are bigger than they sound. So let's get into it.
Two terms to keep in your back pocket:
SEO is what gets your website to show up on Google. Old game. Well understood.
Generative AI search is the new layer Google has been quietly bolting onto the top of regular search. Those "AI Overview" boxes that summarize an answer with a couple of source links underneath. Or "AI Mode," which is essentially a ChatGPT-style experience inside Google itself. They're a different beast than the classic ten blue links.
A lot of people in the SEO industry have been calling the work of optimizing for these new surfaces "GEO" (Generative Engine Optimization) or sometimes "AEO" (Answer Engine Optimization). The acronyms are doing a lot of work in marketing decks right now. Hold that thought.
We're going to give you the real version, not the LinkedIn-influencer version.
One: Yes, SEO is still relevant. Google is very clear about this. Their generative AI features are built on top of their existing search ranking systems. So everything you've been doing for SEO over the last decade still matters. Pages still need to be crawlable, indexable, and good. None of that goes away.
Two: The thing that influences your AI visibility most is the same thing that has always influenced your SEO visibility most. Useful, unique, expert-led content. Google literally calls out the difference between "commodity content" (their example: "7 Tips for First-Time Homebuyers," a post written by every marketing team on Earth) and "non-commodity content" (their example: "Why We Waived the Inspection and Saved Money: A Look Inside the Sewer Line," a post written by someone who has actually been through a thing). They want firsthand expertise. Real perspectives. Things a generative AI model could not have written itself. Which is funny because that exact AI is the one deciding whether to cite you.
Three: Google does not want you doing weird AI-specific hacks. This is the part nobody saw coming. They explicitly listed things they say you don't need to do:
Read that list again. Half the "GEO checklists" being sold on the internet right now include exactly these things. Google is calmly, professionally, in writing, saying "please stop."
Four: They name "GEO" and "AEO" by name and politely dunk on them. Direct quote: "From Google Search's perspective, optimizing for generative AI search is optimizing for the search experience, and thus still SEO." Translation: stop selling clients a separate "GEO service" for our engine. It's just SEO. Same engine, same rules.
Five: They want you thinking about AI agents. This is the sneaky important one. Google flagged that "agentic experiences" (think AI assistants that browse the web on your behalf, click buttons, fill out forms, make purchases) are coming, and your website should be ready for them.
They linked to web.dev's agent-friendly best practices and mentioned an emerging protocol called Universal Commerce Protocol (UCP) for letting search agents transact on behalf of users. This bit is buried at the bottom of the post and is going to define the next two years.
That's what Google said. Now here's where it gets interesting.
Google is saying "just do good SEO" with a straight face while the rest of the AI search landscape is doing something completely different.
We've written about this before. The Citation Gap, where we walked through the data showing that about 90% of websites cited by ChatGPT are pages that don't even rank in Google's top 20 organic results. Meaning whatever ChatGPT is rewarding, it is mostly not the same thing Google is rewarding. Two different engines. Two different worlds.
So when Google says "just do good SEO and you'll be fine," what they really mean is "just do good SEO and you'll be fine for our products." That's a true statement. And also a deeply incomplete one, because the average consumer is now bouncing between Google, ChatGPT, Claude, Perplexity, and Gemini depending on the day and the question. If you optimize only for Google's playbook, you are running one engine in a five-engine race.
This is the thing Google's article cannot say out loud, so we are going to say it for them: their guidance is correct for their engine and only their engine. It does not transfer to ChatGPT. It does not transfer to Claude. It does not really transfer to anyone except Google.
Let us show you what we mean.
If you're a founder, marketer, or operator reading this, here's the practical translation.
For Google's AI features (AI Overviews and AI Mode): Do the SEO you should already be doing. Build a technically clean site. Write content with real expertise. Don't chase weird hacks. Don't pay anyone for a separate "GEO audit" if their definition of GEO is mostly Google-focused. Google is telling you the secret is that there is no secret. Listen to them on this. They're not lying. The thing they're hiding is buried in the agentic section, and we'll get to that.
For ChatGPT, Claude, Perplexity, and Gemini: This is where the work actually lives in 2026. The strategies that move the needle here are different and Google did not write a guide for them, because Google does not own these engines. We're talking about:
For both: Focus on being genuinely useful and genuinely different from everything else in your category. Both engines penalize commodity content. Both engines reward expertise. The mechanics differ but the underlying truth is the same. If your content reads like it could have been written by anyone, it will be cited like it could have come from anyone. Which is to say, by no one in particular.
Okay this is the part we want you to pay attention to.
Way down in Google's guide, after a thousand words of "just do good SEO, please," there is a tiny section titled "Explore agentic experiences." It mentions that AI agents (autonomous systems that browse the web and take actions on behalf of users) are emerging. It links to an "agent-friendly website best practices" guide. It mentions something called the Universal Commerce Protocol, a new standard for letting AI agents complete purchases on your behalf.
This is the actual long-term story.
The current generation of "AI search" is about getting cited inside an answer. The next generation is about getting transacted with inside an action. Picture a user telling their AI assistant "book me a hotel in Lisbon for next weekend under $200 a night with good reviews." The assistant doesn't show them ten blue links. It picks a hotel. It books it. It reports back.
In that world, the question is not "did my SEO rank me on page one." The question is "did the agent pick my product, and if not, why not." Brands that aren't preparing for this are going to wake up in eighteen months with a quietly collapsing top-of-funnel and no idea why their organic traffic vibes are off.
Google buried this section at the bottom of a post about generative AI search. They are clearly signaling that they think this is where things are going. We agree with them. Most of the industry has not started paying attention yet. That is, conveniently, a competitive opportunity.
If we were sitting down with a client tomorrow, here is the conversation we'd have.
Google's article is mostly a polite request for the SEO industry to stop selling clients GEO snake oil for Google's own engine. We respect it. The advice is solid for the engine it covers.
But it accidentally proves the larger point we've been making for months: the AI search landscape is no longer one engine, one playbook, one strategy. Google is one player. A really big one. They've now told you exactly how to optimize for their thing. The rest of the work, the messy, fascinating, mostly-undocumented work of optimizing for everything that isn't Google, is where consultants who actually understand this space are going to spend the next decade.
We’re paying attention, and we hope you are too.
Run your sites through the diagnostic. Talk to your team. And if you're looking at your traffic and feeling that low-grade hum of "something is shifting and I don't know what," come tell us about it. We are deeply, unreasonably curious about what your data is showing right now.