In an interview published on October 29, 2026, Google's John Mueller said AI systems build on SEO and that technical SEO in particular will stay very relevant. For anyone who wants their site to show up in Google and in AI assistants, the message is that the basics still carry the weight.
What we know
- The interview: consultant David Iwanow recorded it at Search Central Deep Dive Europe 2026, a Google event, and posted it on YouTube on October 29. It runs about 13 minutes.
- SEO and AI: Mueller said a lot of AI systems build on SEO, so SEO will stay relevant, and "especially technical SEO is going to remain very relevant."
- AI crawlers: he said his understanding is that AI systems crawl slightly differently because their intent differs, for example crawling for training versus fetching the freshest content. He called it another flavor of technical SEO.
- The overlooked report: asked about the most underused Search Console feature, he named the Crawl Stats report. Many sites rarely need it, he said, but it's worth checking now and then; if the time to crawl a page jumps, find out why, because catching it early can mean it has no effect.
- Redirects: he said he hasn't come across a site that had problems because of redirect hop counts, and there's no penalty for long chains; investigate redirects when you're debugging a real issue.
- URL parameters: the tool that left Search Console is not coming back, according to Mueller.
- Mass listicles: he wouldn't call every list article spam, but warned that a strategy built on thousands of them can stop working once systems learn to recognize it.
What changes and what doesn't
- Nothing changes in Google: this is an interview, not an announcement or a guidelines update. On AI crawlers, Mueller described his own understanding.
- It does clarify priorities: making sure search engines can crawl, understand and index your pages remains the foundation for both search and AI. Quick tricks carry the most risk of stopping working.
- No new recipes: he did not point to special files or "AI-only" formats.
How to tell if it affects you
- Open Crawl Stats: in Search Console, open Property settings (the gear icon) > Crawl stats. It's only available for domain properties or root-level URL-prefix properties.
- Check three numbers: total crawl requests, average response time and host status. A strange spike or a response time that shoots up is the warning sign Mueller described; a red host status points to robots.txt, DNS or server connectivity.
- If response time climbs: check server load, caching and any recently added plugins or modules with your host.
- Review robots.txt with AI in mind: confirm which AI crawlers you allow or block (Google-Extended or GPTBot, for example) and that it matches what you want.
- Redirects, no panic: after a domain move or an HTTPS switch you don't need to audit every hop. Look only when there's a real symptom, such as Google indexing the wrong URL.
- Mass-produced lists: if your blog leans on near-identical "top 10" posts, add your own data and experience, or publish fewer of them.
Related: How Long Google Takes to Crawl and Index: Its Own Numbers
Sources
- David Iwanow, "John Mueller talking on Search & AI at Search Central Deep Dive Europe 2026" (YouTube, Oct 29, 2026)
- Search Console Help, "Crawl Stats report"
- Search Engine Roundtable, "John Mueller Says Eventually Systems Will Catch The AI Spam" (Oct 29, 2026)
- Search Engine Journal, "Google Says Technical SEO Remains Key For AI SEO" (Nov 2, 2026)
Updates: if Google publishes official guidance on how its AI systems crawl, it will be added here with a link.