A founder running 41 experiments simultaneously could not name three that changed a real decision, illustrating how AI has made it cheap to launch tests but not to interpret them. The article argues t…
A new Clovion AI study reveals that 62% of brand recommendations from AI assistants vanish after a single buyer question, based on 69,120 multi-turn conversations across Claude, ChatGPT, and Gemini. T…
Google's John Mueller responded to a post on Bluesky criticizing the trend of creating separate markdown versions for AI agents, stating that a properly made website works well for both AI agents and …
Google has introduced the Open Knowledge Format (OKF) and Agentic Resource Discovery (ARD) specification, adding new layers to the web's machine-readable infrastructure. These developments, alongside …
Marie Haynes has built a personal knowledge base using Google's Open Knowledge Format (OKF), creating a structured system of markdown files with YAML frontmatter that AI agents can read universally. H…
A new analysis reveals that declining traffic metrics for AI-generated content may be misleading, as Google's AI Overviews and zero-click searches reduce click-through rates without necessarily dimini…
Google's John Mueller stated that Google does not use llms.txt or llms-author.txt files, and that Cloudflare's Content-Signal robots.txt directive has no effect on any crawler or LLM. Mueller advised …
Google published the Open Knowledge Format (OKF), a directory of linked markdown files for representing knowledge as a graph, on June 13, 2026. The format, built for internal company data, also solves…
Safari introduced a new MCP server that lets AI agents debug websites by collecting data like network requests and the DOM, helping developers and SEOs improve Core Web Vitals and Safari compatibility…
Google added generative AI performance reports to Search Console, placing AI visibility data alongside traditional search metrics to signal that AI visibility is search visibility, not a separate disc…
Google's Lighthouse 13.3.0 introduced an Agentic Browsing category that audits llms.txt files for markdown link syntax. The audit failed on nohacks.co because the file used plain-text links instead of…
A randomized field experiment found Google's AI Overviews cause a 39.8% drop in organic clicks, but the lost clicks showed no difference in bounce rates, dwell time, or return-to-search behavior, cont…
Google reported an all-time high in search queries, but referral traffic to publishers is declining sharply, with expectations of a 40% drop in the next three years. AI search engines rely on retrieva…
Cloudflare is updating its AI crawler controls to categorize bots by behavior—search, agent, or training—and will block training and agent crawlers by default on ad-supported sites starting September …
Microsoft announced Web IQ, a suite of grounding APIs for AI agents, and expanded AI citation reporting in Bing Webmaster Tools, separating AI citations from traditional search rankings. The company s…
Google data reveals AI Mode search queries are now triple the length of traditional queries, with follow-up queries growing 40% monthly and multimodal interactions accounting for over one in six searc…
Website owners face a dilemma over whether to block AI crawlers or measure their value first, as the proliferation of AI bots increases server costs and raises questions about ROI. SEO experts recomme…
A randomized field experiment by researchers Saharsh Agarwal and Ananya Sen found that removing Google's AI Overviews increased organic clicks by 39.8%, but the additional clicks were of similar quali…
OpenAI is hiring engineers to develop new image, video, native, and conversational ad formats for ChatGPT, expanding beyond the standard sponsored unit tested since February. The roles, part of a new …
Habitual publisher traffic is collapsing as AI bot traffic surged 187% in 2025 while human traffic grew only 3.1%, eroding the click-based value exchange. Direct traffic to major publishers fell 19.9%…