“Nothing really special you need to do for generative AI responses”, that’s Google’s own search advocate, not a guess from an SEO agency trying to sell you something.
John Mueller, Google’s long-time search advocate, said it plainly on Bluesky recently: from Google’s point of view, there’s nothing really special a site needs to do for generative AI responses in search. It’s not a one-off comment either, it lines up with what Google has repeated all year, including an official Search Central guide published earlier in 2026 stating clearly that SEO best practices remain the foundation for showing up in AI Overviews and AI Mode, with no special files, markup, or separate “GEO strategy” required.
Why this keeps needing to be said
The reason Google keeps repeating this is that a whole cottage industry has sprung up around “GEO”, Generative Engine Optimization, often sold as something fundamentally different from regular SEO, sometimes bundled with specific files or markup claimed to be necessary for AI visibility. Google’s position, repeated by multiple spokespeople over the year, is consistent: the same fundamentals that help a page rank normally are what help it get surfaced or cited in an AI-generated answer, because AI features draw from the same underlying search index.
The traffic shift is real, even if the strategy isn’t different.
Here’s the part worth taking seriously alongside Mueller’s comment: a recent analysis of 54 advertisers found organic search sessions fell an average of 10.5% after AI Overviews became common, while referral traffic arriving specifically from AI platforms rose 163%. Forty-six of the 54 businesses studied saw organic declines. But the visitors arriving via AI referral weren’t lower quality completed key actions from AI-driven traffic rose 335%, and users arriving from ChatGPT, Copilot, Gemini, and Perplexity completed meaningful actions at roughly 1.5 times the rate of regular organic visitors.
What this actually means together.
Put both pieces side by side and the picture is coherent, not contradictory: the strategy for being found doesn’t need to change, but where the resulting visitors come from, and how many of them there are, genuinely is shifting. A business watching only its raw organic click count could reasonably conclude something’s broken, when what’s actually happening is traffic mix moving toward fewer, more qualified visitors, which is a different problem to solve than “do more SEO tricks.”
Practical takeaway: don’t chase a separate “AI optimization” strategy, the fundamentals haven’t changed. Do start paying attention to metrics beyond raw organic clicks: branded search volume, direct traffic, and how visitors arriving from AI platforms actually behave once they land, since that’s where the real shift is happening.
Want an honest read on how your own site’s traffic mix is actually shifting?