Google's Mueller says technical SEO still rules AI search: Reveneau

Why it mattersA team can stop building special pages for ChatGPT or AI Mode. The signals that make a page easy to crawl are the ones AI engines read too.

The person running SEO at a company wants to know what to do about AI answers. Google's John Mueller said the old rules still hold. Search Engine Journal reported his words on 2 November. Mueller sat with interviewer David Iwanow. He said AI systems lean on the same signals classic search does. Technical SEO stays important. Teams that bet on short-term tactics will lose the traffic they built.

What Mueller said about technical SEO

Iwanow asked if AI search makes classical SEO old. Mueller answered that AI systems "build on SEO". Technical SEO will "remain very relevant", he said. AI crawlers behave differently from search crawlers. They fetch pages for training or for fresh facts, not only for ranking. Mueller called that "another flavour of technical SEO". It is not a new field.

The warning on listicles

Iwanow asked about listicles. Companies have written long "top ten" lists that place themselves first. The hope is that AI chatbots will quote the list. Mueller said this cycle has happened before. Something works, people copy it, the quality drops. The ranking systems catch up and the pages stop ranking. Teams that make listicles their whole strategy are "left with nothing" when that switch flips. His advice was to build a "serious, stable foundation" first.

The vendor-watching line

Mueller told small businesses to question what their SEO vendors are doing. He named old tricks that worked once and then stopped. Keyword stuffing. White text on a white background. Shady vendors have moved from classical SEO to AI SEO. Their habits are the same. His recommendation was to never trust a vendor's word. Ask them to show the work. SEJ's writer, Roger Montti, said some vendors only send a monthly ranking report. Others buy links.

What this means for a team

Mueller's answer closes a few open questions for a team planning its 2027 work. The team can stop building a parallel set of markdown-only pages for ChatGPT. A 50-item company list page can also come off the roadmap. AI crawlers read the same page the search crawler reads. The fastest win is still a page that is crawlable and parseable. Content a human finds useful stays the base. The reader who hired an outside SEO firm has one task after this interview. Ask the firm to list, by name, what they do each month. If the list is only listicles and extra schema, the systems will catch up.

Source

Google Says Technical SEO Remains Key For AI SEO, Search Engine Journal, by Roger Montti.

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