Key points
- Google's John Mueller said in an interview with David Iwanow that AI systems build on SEO, so technical SEO stays very relevant.
- On listicles, Mueller said they are not automatically spam but must add value, and a strategy built only on them will eventually stop working.
- He noted AI systems crawl a bit differently, for training versus fresh content, which he called another flavor of technical SEO.
- Mueller advised small businesses to question what their SEO vendors are doing and never accept a vendor's word alone.
Why it matters for marketers: Teams chasing AI visibility with listicles or special tricks risk short-lived gains; steady technical work and real content value remain the safer investment, and vendors deserve scrutiny.
Google's John Mueller said in a recent interview with David Iwanow that the rise of AI search does not overturn what makes an SEO strategy work. According to Search Engine Journal's account, Mueller argued that many AI systems build on SEO, and that technical SEO in particular will remain very relevant.
He acknowledged that AI systems may crawl differently, since they can have different goals, such as gathering material for training versus fetching the freshest content. In his view, that is another flavor of technical SEO and not a sign that traditional practices are fading.
The interviewer also raised listicles, the "top companies" pages some brands publish to influence AI chatbots. Mueller did not call them spam by default. He said they need to add value, and that a strategy built entirely on them could be switched off as these fast-changing systems evolve, leaving a site with nothing.
On vendors, Mueller said questionable tactics are not new, from keyword stuffing to white text on white backgrounds, and that some providers now apply similar shortcuts to AI SEO. He advised small businesses to keep questioning what their vendors do.
For marketers, the practical step is to keep crawlability, site quality and useful content as the base, and to treat experiments such as listicles as add-ons. Teams that hire agencies for AI visibility work can ask for specifics on methods and results before renewing retainers.
Sources
This brief is our own summary. Read the full reporting at the source.
