Google: Nothing Special To Do For Generative AI Responses
A clear answer is now on the record for anyone wondering whether generative AI in Google Search demands its own playbook: from Google’s perspective, the same SEO work that ranks a page in blue links is the work that gets a page into AI-generated answers. The statement lines up with years of public guidance from Google, while Microsoft takes a different position on what publishers should do for its own AI surfaces.
What Google actually said
In a Bluesky reply, a member of Google’s search relations team answered a question about generative AI responses with a simple position: from Google’s point of view, there is nothing special a publisher needs to do for generative AI responses in Search. The same person added that the original question was not fully understood, but the core message stayed on message with what Google has said before.
Why this is consistent with earlier Google guidance
This is not a new direction for Google. This is not a new direction. Google’s public search relations team has made the same point in multiple posts, talks and help documents.
- SEO, AEO, and GEO describe the same underlying work. AEO (answer engine optimization) and GEO (generative engine optimization) are labels, not separate disciplines, and Google has treated them as interchangeable with SEO in its public guidance.
- Standard advice still applies. Google’s public-facing search team has advised publishers not to fragment content into bite-sized chunks just to feed AI features, and has pushed back on the idea that hiring an AEO or GEO specialist is necessary.
- Purchasing dedicated AI-optimization tools is not required to appear in AI overviews and AI-mode answers.
Write pages that answer a visitor’s question, since the signals that earn rankings also feed AI surfaces.
Where Microsoft disagrees
Microsoft’s Bing team does not share that position. Microsoft has publicly discussed its own recommendations for generative AI surfaces in Bing, which diverge from Google’s take. For publishers whose traffic comes from both engines, that means two different optimization philosophies are on the table at once. Following Google’s guidance will not necessarily satisfy Microsoft’s, and vice versa.
What this means in practice for a site owner
The practical takeaway for most sites is short. If the content is already built around the queries a real visitor would type, with clean titles, clear answers, internal links and a working technical foundation, no separate generative-AI checklist needs to be added to the workflow. The risk for sites that chase a separate AEO or GEO playbook is that they cut up content, add schema that does not match the page, or chase signals that neither engine rewards. That work tends to hurt both blue-link rankings and AI answers.
For sites that rely heavily on Bing traffic, or that have noticed traffic patterns tied to Bing’s generative features, Microsoft’s separate guidance is worth tracking as its own stream of work. Treating the two engines as identical on this point would be a mistake, because the companies have publicly disagreed.
A useful measurement habit for AI visibility
One concrete way to see whether the standard SEO work is landing in AI answers is to run an AI-readiness scan of the site and check what an AI agent actually pulls from the page. Tools such as SEOScanPro’s AI Agent Readiness check report on whether an AI agent can read and use the site, alongside a full technical audit. Pairing that with regular rank tracking across a service area is what gives a site a clear picture of where it is showing up in both classic search and AI answers.
FAQ
Does Google require a separate optimization for generative AI in Search?
No. Google’s public-facing search relations team has said there is nothing special a publisher needs to do for generative AI responses in Search, and that SEO, AEO and GEO describe the same work.
Do Bing and Google agree on generative AI optimization?
No. Microsoft’s Bing team has shared guidance for its own generative AI surfaces that diverges from Google’s position, so publishers with Bing traffic should treat the two engines as separate streams.
Should a site hire an AEO or GEO specialist?
Google’s public guidance has pushed back on the need to hire dedicated AEO or GEO specialists or to buy dedicated AI-optimization tools, and has advised publishers against cutting content into bite-sized chunks for AI features.
Related coverage
- Weekly Search News Recap: AI Local Results Slop, Google AI Home Page Buttons, and Meta Building a Search Engine – LocalSEOBot
- Google Search Console Links Report Not Updated In A Month – LocalSEOBot
- Inside Google Maps: 72 Ranking Signals and the Architecture Behind Local Search – LocalSEOBot
SEOScanPro
SEOScanPro runs a full technical audit of a site and shows the measured result behind every check. Open the AI visibility report.
This article summarizes reporting from seroundtable.com.