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Most meta descriptions get rewritten by Google because they were never written to describe the page. They were written to hold keywords, a call to action and a bit of brand messaging, which is exactly the material Google’s snippet algorithms are designed to discard. The fix is not a clever trick. It is a change […]
A third of the top fintech websites in the world deliver less than 80% of their homepage content in raw HTML. That is the version of the page an AI agent gets when it visits, before it decides whether to spend the compute on a full browser render. Most of them do not. The Structure […]
Google’s John Mueller and Martin Splitt talked about LLMs.txt and markdown, with Mueller offering a surprising fact about the original purpose of LLMs.txt and also explaining why the proposed standards are have severe shortcomings. What Discovery Is And Why It Matters In the context of information retrieval (search), discovery is about a search engine discovering […]
Microsoft is adding four new features to the Bing Webmaster Tools AI Performance dashboard preview: Intents, Topics, Citation Share, and Compare. All four are beginning to roll out globally. Three of the features were previewed at SEO Week. This is the official preview rollout. What’s New Citation Share shows your site’s percentage of all citations […]
TL;DR: I ran a small experiment to try and get some insight into whether large language models actually parse schema markup or are just nodding politely in its direction. I put a fake company address (inside beautifully invalid JSON-LD, on a page about ducks) into the head of an HTML document, mentioned no address anywhere […]
Google announced the Open Knowledge Format (OKF), a new open specification for organizing and exchanging the knowledge that AI systems need in order to perform useful work. The announcement explains the reason for developing this new specification: “As foundation models continue to improve, the lack of relevant context often limits what they can do, especially […]
A recent announcement from Common Crawl introduced an AI Visibility Audit designed to help organizations determine whether AI systems can discover and access their content. The premise is straightforward and difficult to dispute. Before an AI system can retrieve, summarize, cite, recommend, or act upon information, it must first be able to find it. For […]
For two decades the product feed sat on the paid side of the wall. Shopping ran on it, the PPC team maintained it, and SEO’s involvement ended at a glance in Search Console. That split made sense when the feed only fed ads. It does not make sense now. An ecommerce product feed is the […]
Running local SEO for one storefront and running local SEO for multiple locations are two different disciplines wearing the same name. The tactics you already know — location pages, reviews, NAP consistency — still apply, but the way Google evaluates them at scale, and the way AI search now folds into the equation, has changed […]
For this week’s Ask An SEO, the question asked was: “From a technical standpoint, what does ‘entity optimization’ actually mean beyond adding schema?” To answer this, first of all, let’s establish, in information retrieval, that an entity is a uniquely identifiable “thing” that exists independently of the words used to describe it. Entity optimization is […]