Unscripted SEO with Patrick Stox

Patrick Stox spent six and a half years inside Ahrefs before going independent, and his position on GEO is not the one the acronym wars want. SEO is a subset of it, not a synonym for it, because the fastest way to change what a machine says about your company is to fix the thing people are complaining about. The rest of the conversation is what an operator does once that is true. Key takeaways Influencing AI answers is a product problem first. If the internet is complaining, the model repeats the complaint. Retrieved and cited are two separate contests. Being pulled into the candidate set is table stakes; getting quoted is a second bar you have to clear. The frontier past AI content at scale is information gain. His method is to interview the experts already on your payroll, two or three times a week. Do not run a programmatic project without unique data. A derived metric nobody else has computed, not a bigger pile of the same rows. AI search systems have not decided to forgive anything yet. Google chose to forgive link spam. That was policy, not physics, and nobody has made that call for the answer engines. On this page Why SEO is a subset of GEO The forgiveness nobody has granted yet Retrieved is not cited Information gain, and the experts you already employ Chapters and timestamps People, ideas and sources mentioned Questions this episode answers Go deeper Why SEO is a subset of GEO If you’ve got a problem with your product, the easiest way to get the LLM or the AI search system to say something different? Go fix that. Because if people are complaining on the internet, that’s what it’s gonna say. So it’s business, it’s branding, it’s so much more.— Patrick Stox The claim is not that on-page work stopped mattering. It is that the ceiling on it is lower than the industry admits, because the systems are summarising a reputation you do not own. Stox draws a scale line through the middle of that: a local business can put an SEO on sentiment and move it. A large company cannot staff its way to changing the opinion of the internet. Which makes GEO a business, brand and product remit that happens to include search work, rather than a rebrand of the search work. The forgiveness nobody has granted yet SEOs got lucky with Google. We got Penguin, and for a few years that was really painful — and then they’re like, yeah, we forgive all your bad links. These AI search systems may make a different decision. How long will they hold a grudge against you?— Patrick Stox Google decided, around 2016, to stop holding historic link spam against sites. That decision could have gone the other way and stayed that way for another decade. Nobody at OpenAI, Anthropic or Perplexity has made the equivalent call, publicly or otherwise. The practical reading: tactics that work today carry an unpriced liability. That is not an argument against moving fast. It is an argument for knowing...