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If you've spent any time on LinkedIn or in an SEO newsletter over the past year, you've probably seen the acronym GEO or AEO thrown around. Generative Engine Optimization, or GEO, is marketed as a brand-new skill set that small businesses will need if they want to show up in AI Overviews, ChatGPT, or Claude.ai. Answer Engine Optimization (AEO) has similar expectations attached to it. New tools, new consultants, new "hacks" are popping up regularly to help you "win" at AI Search.
But what is Google actually saying about all of this? After all, they have helped shape the internet over the past 25 years into what it is today. As it turns out, they have a lot to say about it and the message is more reassuring for small businesses than the hype suggests.
Google's Own Words: "Nothing Really Special"
The clearest statement came directly from Google's own John Mueller. When someone asked whether certain industries could just skip GEO entirely and stick with traditional SEO to be found, Mueller didn't hesitate to say that from Google's point of view, “there’s nothing really special you need to do for generative AI responses in search.”
That's a direct answer from one of Google's most visible search analysts. Google's AI-generated search results are pulled directly from the same crawled index that powers the traditional organic website ranking search results. Because of that, businesses don’t need to do anything special, like GEO, to appear in a Google AI Overview versus a standard search result.
It's Not Just Mueller Saying This…
This isn't a one-off comment. Google has been remarkably consistent on this point across multiple platforms over the past year.
On the Search Off the Record podcast, Google's Danny Sullivan and John Mueller spent an entire episode reinforcing the idea that SEO for AI is the same as SEO for traditional search. Their advice: build great, original, authentic content for real people. If anything, GEO and AEO should be thought of as a subset of SEO, not a separate discipline with its own rules.
Busting the AI Myth
Google went further in May, publishing an official help document with a myth busting section for those who are in the camp of optimizing for generative AI features. The key takeaway is that you don’t need a LLM.txt file, there’s no need for any special markup, "chunking" content into bite-sized pieces is a waste of time, and rewriting content specifically for AI systems isn’t necessary.
Content for Humans
That chunking point came up again on the Search Off The Record podcast. Sullivan told listeners flatly that Google does not want businesses breaking content into bite-sized pieces just because someone claimed it helps with LLMs. Even if a shortcut or a practice seems to work today, ranking systems like Google are evolving toward content written for humans. So, spending time trying to game the system with a temporary trend probably won’t pay off in the long run.
Mueller also weighed in when asked whether businesses should invest in GEO at all. His answer was nuanced, saying it depends on how much of your traffic already comes from AI referrals. But he encouraged business owners to look at the full picture and prioritize accordingly, rather than chase a trend.
The Core SEO Principles Apply
Google, Microsoft, and Perplexity were interviewed together on this exact question, and their answers lined up more than you'd expect. Sullivan reiterated that core SEO principles apply to AI search, noting plenty of successful sites never think about SEO tactics at all, they just make great content. Microsoft agreed the fundamentals, like site structure, freshness, and clarity, still matter most.
On hiring outside help, Google's guidance is just as consistent. Sullivan and Mueller explained that hiring a GEO specialist or buying an AI-optimization tool should be approached the same way you'd evaluate any SEO firm or tool. You should understand what it actually does, ask questions about it and be skeptical of scores Google doesn't even recognize as real metrics.
What This Actually Means for Small Businesses
Here's the easy takeaway: You don’t need to panic about AI and you don’t need to buy a separate GEO or AEO package on top of your existing SEO work.
The businesses that show up well in the AI search results are the same businesses that show up well in traditional results. Those businesses with accurate business information, strong reviews, a clear website, and content that genuinely helps people searching for it will be discovered by AI platforms. That’s because AI has to get its answers from the internet as it exists today. It must conform to the internet, not the other way around.
Thus, business that have search optimized their search presence have already left breadcrumbs online that can be seen and recognized by AI.
When it comes to Google, it isn't asking you to write two versions of your website. It's asking you to keep doing what good SEO has always required, and to be skeptical of anyone selling a shortcut.
Final Thoughts
At Signal Digital Marketing, we've built our approach around exactly that kind of foundational work. We believe in accurate and complete Google Business Profiles, consistent business information across the web, and content built around what your actual customers are searching for. That strategy worked before AI search existed and according to Google itself, it's still the strategy that works now.
Related Resources
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Why It’s So Important to Keep Your Business Info Consistent Online
Getting Started
If you're a small business owner in Greater Cincinnati wondering whether you need to overhaul your marketing for AI search, the honest answer is, “probably not.” What you need is a strong local SEO foundation, and that's exactly what we do. Call us at 513-237-5530 to schedule a free consultation.
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