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Eleven companies, including Google, Microsoft, GitHub, and Hugging Face, have published Agentic Resource Discovery (ARD). The open specification sets out how AI agents find and verify tools, skills, and other agents across the web. The contributors released the draft spec on June 17, along with reference implementations from several of them. ARD is licensed under […]
The length gap is real and well-documented, with some measurements describing ChatGPT prompts running an order of magnitude longer than a typical Google query by character count. None of that tells you what to do on Monday. The part that should change how you read your own reporting is not the length of the input; […]
Search has always used basic personalization like location, language, and recent history. But now, Google does not just react to the words you type; the system builds a profile of your habits to change what you see before you search. This is a fundamental change in how search works. Google is building a system to […]
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 […]
Google updated their site migration guidance to include new information about using the Search Console Change of Address tool for moving domain names. The Search Console Change of Address Tool Google Change Of Address tool is for helping site owners who are migrating a site from one domain to another domain. The tool helps Google […]
For the past couple of years, one of the most reliable ways to influence AI search answers has been the self-promotional listicle: a “best X software” article published by a brand that, unsurprisingly, ranks itself first. It worked because it exploited a content gap — most companies were too self-conscious to publish something that openly […]
This post was sponsored by Expert Callers. The opinions expressed in this article are the sponsor’s own. Why did my inbound traffic drop suddenly? Are B2B leads dropping everywhere? Is AI Overviews hurting B2B leads? For two decades, the logic was simple: more traffic meant more leads, more leads meant more revenue. In 2026, that logic […]
The UK’s Competition and Markets Authority has introduced two new conduct requirements for Google’s general search services, one covering how organic results are ranked and another covering search data portability. Under the fair ranking requirement, Google must rank organic results using objective and non-discriminatory criteria, including in AI Overviews, but not sponsored results. It also […]
No matter what their goal-based starting point, SEO, PPC, and content teams often work with different priorities and from different inputs. Channel and content resource work separation isn’t new, but the pressure has increased as search results have become even more complex. Depending on the query, Google can include AI Overviews, text ads, shopping results, […]
Ask a chatbot a question and watch what happens to the web behind it. It reads 30 or 40 pages to build your answer, strips out what it needs, and hands you a tidy paragraph. You never see the pages, never click them. The site that “won,” whatever winning means now, gets a citation in […]