Google says AI search still rewards the hard work of a better web

Google has delivered an unusually blunt message to the SEO industry: the fashionable acronyms GEO and AEO are, from Search’s perspective, just SEO wearing a more expensive jacket. According to The Decoder’s report, Google’s new guidance says optimizing for generative AI search is still optimizing for the search experience.

That is not a minor semantic fight. A cottage industry has been forming around the idea that AI Overviews, chatbot answers, and retrieval-driven search require an entirely new discipline. Google’s position is that the core ranking machinery remains the same: make pages crawlable, useful, original, and technically sound.

The sharper part is what Google dismisses. Tactics such as LLMs.txt files and aggressive content chunking are presented as unnecessary for AI search visibility, not as hidden levers waiting to be pulled. The hype filter here is simple: if a service is selling “AI SEO” as a secret replacement for SEO, Google is effectively saying the secret is mostly packaging.

The source material also shows that the technical context matters, because AI search does change the presentation layer. Google uses methods such as retrieval-augmented generation and query fan-out to assemble answers, but those systems still depend on search infrastructure to find and rank source material. In other words, the interface is new; the upstream incentive structure is not as transformed as the sales decks suggest.

For publishers, that is both comforting and annoying. Comforting, because there is no confirmed need to rebuild a content operation around speculative machine-readable rituals. Annoying, because traditional SEO was never easy: strong reporting, clean architecture, useful metadata, and trustworthy pages remain harder than adding a trendy file to a server.

There is still a caveat. The Decoder notes that future agentic experiences may bring new technical requirements, and that is plausible if search systems begin taking actions across websites rather than merely summarizing them. For now, though, Google’s guidance points back to the old boring work: make content people can use and systems can understand, then resist every acronym that arrives with an invoice attached.