AEO: Are You Prepared for AI Search?

Watch the Episode

Search behavior has typically consisted of a buyer with a question or problem, opening Google, typing in a search, and receiving a list of results. They might visit several websites, compare what different companies had to say, and gradually build a shortlist of potential solutions.

That behavior shaped the way marketers approached visibility. We invested in SEO, researched keywords, optimized webpages, built backlinks, and monitored rankings because appearing in search results was one of the primary ways buyers discovered our brands.

Increasingly, buyers are asking tools like ChatGPT, Gemini, or Perplexity a question and receive a synthesized answer without researching ten different websites themselves. Google itself is incorporating AI-generated answers directly into the search experience.

The underlying buyer need hasn't changed. People still want information that helps them make better decisions. What is changing is how they find and consume that information.

For B2B marketers, that introduces a new challenge. Visibility is no longer only about earning a position on a search results page. It's also about becoming part of the answers buyers receive.

How Answer Engine Optimization (AEO) Differs From Traditional SEO

Answer engine optimization, or AEO, is the practice of increasing your brand's visibility within AI-generated answers.

Traditional search engines have historically helped users find information by presenting a list of webpages. Your goal as a marketer was to help the search engine understand your content and earn a strong position within those results.

The buyer still had to choose which result to click and conduct the research themselves, but AI search creates a different experience.

Instead of simply presenting options, an AI platform attempts to answer the question. It can gather information from multiple sources, compare perspectives, identify recurring themes, and synthesize that information into a single response.

Sometimes that answer links directly to a source. Sometimes it recommends specific companies or products. Other times, the buyer may get much of the information they need without visiting a website at all.

With SEO, you're competing to be part of the results. With AEO, you're trying to become part of the answer.

People will continue using traditional search engines, visiting websites, comparing vendors, and consuming long-form content. AEO adds another layer to that journey.

Rather than choosing between SEO and AEO, marketers should be asking: How do we create content that's valuable enough for both buyers and AI to understand?

How AI Synthesizes Information and Impacts Visibility

AI isn't simply looking for the webpage that contains the perfect combination of keywords, it's ultimately trying to answer a question.

Imagine someone asks an AI platform: "What's the best CRM for a growing B2B SaaS company?"

The platform isn't necessarily looking for one webpage containing that exact phrase. It may gather information from several places, compare what different sources say, identify patterns, and use that information to construct its response.

In that sense, AI behaves less like a directory and more like a researcher. And your website is only one potential source of information. AI can encounter your company's expertise through your blog, educational resources, customer reviews, thought leadership, webinars, podcasts, social content, documentation, and other places across your digital presence.

That's actually much closer to how B2B buyers already research companies.

Very few buyers visit a vendor's website, read the homepage, and immediately make a purchasing decision. They research. They look at LinkedIn, read case studies, search for customer experiences via platforms like Reddit, etc. 

AI is helping buyers conduct a version of that research much faster. Preparing for AI search isn't simply about optimizing a few webpages. It's about strengthening the digital ecosystem that surrounds your brand.

Demonstrating Expertise and Building Authority

Historically, conversations about online authority were often closely connected to technical SEO: backlinks, domain authority, rankings, and similar indicators.

Those things can still matter, but authority in an AI-driven search environment is broader. 

Is there enough evidence across your digital presence to demonstrate that your company actually understands this topic?

If your company publishes thoughtful educational content, your subject matter experts share their perspectives, your team participates in webinars and podcasts, your customers talk about their experiences, and other trusted sources reference your organization, you're creating signals that reinforce your credibility.

Individually, those activities may feel disconnected, but together, they create a much clearer picture of what your company knows and what it should be known for.

This is also why organizations shouldn't think about AI search as just another marketing channel to optimize. Think of AI visibility as an outcome of a strong digital presence.

If your website only talks about your products instead of helping buyers understand their problems, there's less useful information to reference.

And if your subject matter experts have valuable perspectives but never share them publicly, you're missing an opportunity to build authority around those ideas.

How to Create AI-Friendly Content

The good news is that preparing your content for AI doesn't require throwing out your existing strategy.

In many ways, AI-friendly content is better content for human consumers as well.

Start With the Questions Your Buyers Are Asking

Look at the conversations your sales team has every week. What objections keep coming up? What comparisons are prospects making? What problems are they trying to solve? What do they need to understand before they're comfortable moving forward?

Build content around those questions.

If your content genuinely helps buyers understand a problem, there's a better chance it can also help an AI system answer a related question.

Make Your Answers Easy to Understand

Clear headings, logical sections, concise explanations, bullet points when appropriate, and dedicated FAQ sections can make information easier to scan and understand.

That's helpful for AI, but it's also helpful for people. You don't need to figure out a new writing style designed for machines. If your audience can quickly understand what you're saying, you've already taken an important step toward making that information easier for AI systems to interpret as well.

Demonstrate Expertise

Original expertise is increasingly valuable when so much generic information can be created instantly.

• Share your processes and frameworks.

• Talk about lessons you've learned.

• Use real examples from your experience.

• Add the human perspective that someone couldn't get by asking an AI tool to summarize the first ten articles on a topic.

Your point of view is what differentiates your content from everything that's simply repeating information that already exists.

Keep Your Best Content Current

Marketing teams often put so much energy into creating new content that they forget about what they've already published.

But your industry changes. Statistics become outdated. Products evolve. Buyer questions shift.

Revisit your strongest existing content and keep it accurate and relevant. Refreshing a valuable resource can sometimes be just as useful as creating something completely new.

Measuring and Preparing for AI Search Impact

As AI search becomes a larger part of the buyer journey, marketing teams will also need to reconsider how they measure visibility.

A buyer might encounter your brand within an AI-generated answer, become familiar with your perspective, and add your company to their consideration set without visiting your website during that initial interaction.

Your content can influence the buying process without immediately generating a click. That makes measuring AI visibility an emerging part of demand generation.

Teams should start asking questions like:

• Are we consistently creating content around the questions our buyers actually ask?

• Is our content structured in a way that's easy to understand?

• Are we regularly updating our most valuable resources?

• Can buyers find our expertise outside our website?

• Do we know which topics we want our brand to become known for?

• Are we monitoring whether our brand appears in relevant AI-generated answers?

• And finally, who owns AI search within the organization?

Visibility depends on content quality, subject matter expertise, brand authority, analytics, and the overall strength of your digital presence.

So rather than treating AEO as another isolated marketing initiative, organizations should think about it as part of how they build, demonstrate, and distribute expertise.

At the end of the day, it's important to remember that AI search doesn't change the fundamentals of good B2B marketing.

The companies positioned to benefit will be the companies consistently answering buyer questions, sharing genuine expertise, building authority, and creating trust long before a buyer is ready to talk to sales.

And ultimately, that's what good demand generation has always been about.

Interested in learning more? Check out the rest of the episodes of Demand Gen Studio. We discuss marketing and demand generation topics, with inspiring interviews with thought leaders. See you next time!