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This is Part 2 in a five-part series on optimizing websites for the agentic web. Part 1 covered the evolution from SEO to AAIO and why the shift matters. This article gets practical: how AI systems actually select content, and what you can do about it. AI Doesn’t Rank Pages. It Selects Fragments. Traditional search […]
Imagine a web where a machine fills out your lead forms, buys your products, and negotiates with your backend. While many SEOs are currently arguing over whether to block AI search bots, whether to call ourselves SEOs or GEOs, or optimizing to get mentioned in ChatGPT, the reality of the web is moving far past […]
Wikipedia recently published guidelines prohibiting the use of AI to generate or rewrite articles, except for two exceptions related to editing and translations. The guidelines acknowledges that identifying AI generated content can’t be based on style signals and offers no further guidance on how they will identify the LLM-based content. Violation Of Wikipedia’s Core Content […]
Google is expanding Search Live to more than 200 countries and territories, bringing voice and camera conversations to AI Mode globally. The expansion is powered by Gemini 3.1 Flash Live, a new audio model that Google calls its highest-quality yet. It’s inherently multilingual, so you can speak with Search in your preferred language without switching […]
Every AI system serving answers today operates with two fundamentally different memory architectures, and the boundary between them runs along a single invisible line: the training data cutoff. Content published before that line is baked into the model’s weights, always accessible, confident, and unreferenced. Content published after that line only surfaces when the model retrieves […]
Google updated its Discussion Forum and Q&A Page structured data documentation, adding several new supported properties to both markup types. The most notable addition is digitalSourceType, a property that lets forum and Q&A sites indicate when content was created by a trained AI model or another automated system. Content Source Labeling Comes To Forum Markup […]
Boost your skills with Growth Memo’s weekly expert insights. Subscribe for free! In “The science of how AI pays attention,” I analyzed 1.2 million ChatGPT responses to understand exactly how AI reads a page. This is Part 2. Where Part 1 told you where on a page AI looks, this one tells you which pages […]
“You are an expert” persona prompting can harm performance as much as it helps. A new study shows that persona prompting improves alignment with human expectations but can reduce factual accuracy on knowledge-heavy tasks, with effects varying by task type and model. The takeaway is that persona prompting works better on some kinds of tasks […]
It’s been an eventful start to the year for AI search, and AI is moving quickly, but there’s a lot of hype and panic. When really search is just doing what it has for the last 30 years, it’s constantly self-updating. At Search Engine Journal, as most other publishers have, we’ve experienced considerable drops from […]
This post was sponsored by Geoptie. The opinions expressed in this article are the sponsor’s own. The way people search is changing faster than most marketers realize. ChatGPT alone now has over 900 million weekly active users. Google AI Overviews appear in one out of every four search results. Each of these contains the potential […]