Impact is an automatic estimate of how much a story is likely to
affect one website, weighing who published it, whether Google has
confirmed a ranking change, how many outlets ran it, and whether
the wording implies work on your site. It reads headlines, not
your analytics — treat it as triage, not a verdict.
Welcome back to our GEO series! Your content can be highly relevant to a query and still never make it into an AI-generated response. In the previous article, we touched on one reason why: a relevant…
Welcome back to our GEO series! In the previous article, we explored candidate page selection and how AI systems determine which pages are eligible for retrieval. Semantic relevance helps inform that…
Rankings still matter, but they no longer tell the whole story in AI-powered search. Learn how GEO builds on traditional SEO and what influences visibility in AI-generated responses.
Your content needs to build a case, not just make a claim AI retrieval systems don’t just reward semantic relevance—they reward structured relevance and logical reasoning pathways. Content that…
What is semantic relevance – and why does it matter for GEO / AEO? To be selected and cited by LLMs, a piece of content must first be unmistakably relevant to the query. Semantic relevance refers to…
On the content chunking debate in GEO / AEO While Google has said that content chunking is unnecessary for appearing in its own AI systems, it’s worth understanding the concept, why it’s an…
