The Prompt: The art of AEO: are you part of the conversation?

Increasingly, conversations about your brand are happening behind your back.

They’re starting in ChatGPT, Claude, Gemini and other AI tools, when a potential customer poses a question. They might describe their problem, explain what they need and ask for recommendations. The AI finds information, weighs it up and gives them an answer.

Your brand name might be in that answer – or it might not. So how do you get there? That’s the fundamental challenge AEO is taking on.

As AI becomes a first point of discovery, marketers need to think about how their brand shows up when the audience isn’t searching for a list of websites, but asking an AI to help them make sense of the world.

Winning at search

For the last two decades, marketers have been trying to win the search results. When a user searches for something relevant to your business, how can your brand rank ahead of your competitors? SEO developed as a way to solve that problem. Google would effectively point you towards a library shelf. You would decide which book to pick up, scan the information within it and make your own judgement.

AI changes that experience. The equivalent librarian doesn’t just take you to the shelf: they pull out the relevant books, open them, find the passages that matter and summarise them for you. In seconds. The user doesn’t need to visit your website at all.

With AEO, the objective is no longer simply to make your page discoverable. It’s to make your expertise usable – and visible – in an answer. And that changes the question marketers need to ask.

Now, it’s not just: “How do we rank?” But: “How do we make sure we’re part of the answer?”

If your brand isn’t represented in the information AI can access about your specialist subject, you’re effectively invisible. And if you are represented, but the available information is incomplete, generic or inconsistent, you have little influence over how your brand is described.

This matters because AI search can bring the moment of consideration much closer to the moment of recommendation. And if a competitor’s expertise is easier for the AI to find and use, they will enter the conversation before you do.

Stop stuffing pages

The first instinct for marketers has understandably been to adapt their content into answer-first copy, FAQs, schema or restructured pages. Some of these techniques are useful, but there’s a danger in this gaming approach.

If you stuff a page with information that isn’t actually there, you’re no longer helping the machine understand your content. You’re trying to manipulate it. That costs you search clarity and it guts the human experience, too.

Take a beautifully written page that was designed to explain a complex idea to a person. If you start adding dozens of FAQs, restructuring every section into a rigid answer format and cramming every possible keyword into the page, you probably make it less useful for the person who actually visits it.

You can end up with the worst of both worlds: a shoddy human experience and content that still isn’t particularly useful to an AI. The answer isn’t to choose between humans and machines. It’s to recognise that they need different versions of the same knowledge.

Reach machines, resonate with people

Your existing website still has a job to do. It needs to persuade, explain, inspire and build trust with human beings. It needs narrative, context, personality and brand. Don’t throw that away. Instead, create an additional layer of content that does a different job.

Think about the information an AI needs when it is trying to answer a specific question for an individual. It needs a clear, authoritative answer, with evidence and context. So rather than forcing your existing pages to do everything, create focused resources that bring the relevant knowledge together.

The result will be interesting to the person looking for an answer – and highly usable by a machine. That’s the principle AEO should follow.

You may be able to talk about hundreds of subjects, but that doesn’t mean you need hundreds of new pages. Twenty genuinely authoritative resources are more valuable than a hundred weak pages that all say slightly different versions of the same thing.

The goal isn’t to fill the internet with content: it’s to build a body of answers that deserve to be found.

AEO should be an always-on discipline, because the conversation doesn’t stand still. Your audience’s questions change. New competitors emerge. New technologies create new needs. Your own business develops.

Understand the demand. Understand your supply of knowledge.Then build the answers that connect the two.

Conversation starters

At The Frameworks, we see AEO as the final part of a bigger shift in how brands organise and use knowledge. We start by understanding what your audiences are actually asking and the contexts in which those questions arise. Then we examine the knowledge you already have.

From there, we can identify the strongest opportunities – the conversations where your audience has a genuine need and your brand has something authoritative to say.

Brand Proximity helps us do all this quickly and effectively. We then use our AI-powered platform to automate the assembly of your source material into focused, evidence-based pages designed to answer your audience’s specific questions.

The result is a new layer of your brand’s knowledge that can be understood and used by AI. Importantly, those pages remain grounded in your original content and expertise.

The future of search isn’t just about getting found. It’s about being useful when you’re found. And if your audience is asking questions about your category inside an AI system, you need to make sure you have an answer worth giving.

This article is the third in a three-part series about getting closer to your customers with AI.