When we start preparing for the consumption of our goods and services by AI, we should also be preparing for AI user agents to navigate our sites.

Itamar says: “In the age of AI platforms and LLMs, it's important to really understand how these different platforms, and more specifically user agents, are accessing and navigating your website.”

Part of the data layer that you provide for AI should include well-structured knowledge graphs, shares Olesia Korobka.

Olesia says: “Prepare small knowledge graphs and use them for your SEO efforts – and also to optimize your content for LLMs and AI output.”

What do you mean by small knowledge graphs, and how do AI search engines use knowledge graphs?

“We know that Google uses knowledge graphs for their AI overviews and for some answers in AI Mode because knowledge graphs are facts. They are entities that provide factual information, so Google does use them intensively.

Also, search within knowledge graphs is much faster than any other search, and the information you get is much easier to use for generating anything that you want.

We used to talk about databases previously, and a knowledge graph is a fancy name for a relational database. That's about it. When you build them, it helps you to get much fewer inaccuracies, get more original information, and ensure that the information is factually correct.

By small knowledge graphs, I mean that you focus only on what you are doing for your own business or for yourself. You can optimize your own name, your company's name, or the products or services that you want people to find in search.”

Jérôme Salomon shares that you can use your server logs to perform an indexation audit at scale thanks to the 130 days rule, bypassing the URL inspector tool API limits for large websites.

Talking points include:

What is an indexation audit?

Why would you want to conduct one?

What is an indexation audit at scale?

What is the 130 days rule?

How do you use your server logs for this?

What are the url inspector tool API limits for large websites?

How often should you conduct one?

How does this feed into a strategy?

What measurable success do you get by doing this?

Martha van Berkel follows on from Pam’s tip by highlighting that it’s key to manage the information that you’re providing to AI.

Martha says: “SEO is now about managing your data layer for AI.”

What is your data layer for AI?

“We really have to think about the data we're putting into the machine.

Most people still think of schema markup as just trying to get visibility, but it's way more than that. By doing semantic schema markup, you're building a knowledge graph, which can be a contextual thing that allows machines to understand.

SEOs need to think beyond doing it for search visibility and start seeing it as the input we can use to control brand and understanding for large language models.”

How are you preparing for AI? Pam Aungst Cronin starts off not by exploring how to use AI in your day-to-day activities, but how to position what you do, with AI as your primary audience.

Pam says: “Start preparing for an AI-first future, where the AIs are your primary target audience, not humans.”

Ramona Joita recommends that strong branding in 2026 is key – and shares why research is an integral part of this.

Ramona says: “Strong branding, not just keywords, will drive organic visibility in the AI-powered SEO landscape in 2026.

2025 has been the busiest year ever. I have been in this business for 15 years now, and I have faced all the changes that Google has put us through. We had the mobile-first index, where we had to adjust our websites to fit the mobile version. We had RankBrain, where Google started focussing on how people react to our content and not only to the keywords that we were publishing or the backlinks pointing to our websites.

However, this has been the busiest year by far, and we are still in an early stage of understanding how this is changing the game.

2026 will be an even more challenging year. If there is one thing that I believe will work, it will be to start building a brand. You cannot go wrong with that; Google loves brands, and LLMs will love brands too.”

Joseph Kahn expands on Christian’s tip to emphasise that building authority in 2026 is multi-faceted.

Joseph says: “Look beyond the blue links and build for AI.”

Are we just talking about blue links in Google?

“We're talking about blue links everywhere. Most people think, ‘Backlinks, backlinks, backlinks.’ The old world of SEO was just about using backlinks to build authority, and that isn't the way to build authority anymore.

Links still matter, but it's very specialised. I can beat just about anybody in the service business, and in a lot of different places in SEO, without using a single backlink strategy.”

Roman Leliukh discusses how to SEO for LLMs.

Key talking points include:

Which LLMs should you optimize for?

Chat GPT / AI Overviews / Gemini

Why are certain LLMs best?

How do you optimize for them?

How do you measure success?