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Google’s Universal Commerce Protocol is the first production blueprint for what every website (ecommerce or not) will eventually need to expose to AI agents: discoverable actions, predictable outcomes, persistent sessions, and explicit agent policies. UCP was released as infrastructure for Google Merchant Center retailers. But the more important story is the architecture underneath it. UCP […]
On May 6, 2026, Anthropic CEO Dario Amodei walked out onto a stage at his company’s developer conference in San Francisco and said something you almost never hear from a tech CEO: Growth is the problem. Anthropic had planned for a 10-fold expansion. What it got was 80-fold growth in Q1, on an annualized basis. […]
Schema markup had a rough week. Google ended FAQ rich results. Four days later, Ahrefs published a report, finding that adding JSON-LD didn’t produce a clear citation lift across Google AI Overviews, AI Mode, or ChatGPT. These developments weaken two common pitches for schema markup: increased SERP visibility and potential AI citation gains. This article […]
Google published a new documentation page to help websites optimize for generative AI features in Search, including AI Overviews and AI Mode. The page, “Optimizing your website for generative AI features on Google Search,” expands Google’s prior AI features documentation published in 2025. The earlier page explains how AI features work, how inclusion is controlled, […]
Google Analytics added an “AI Assistant” default channel group for traffic from recognized AI chatbot referrers, with Google naming ChatGPT, Gemini, and Claude as examples. GA4 property owners no longer need to build custom channel groups with regex patterns to separate AI assistant visits from referrals. Until now, all AI chatbot traffic landed in the […]
Google quietly updated one of its Google Ads help pages with a clarification that could raise concerns for some advertisers. The updated documentation suggests that search terms shown in reporting for AI-powered Search experiences may not always reflect a user’s exact query. Instead, some reported search terms may represent Google’s interpretation of user intent. The […]
Schema markup is far more common on pages cited by AI. But a new Ahrefs report found that adding it didn’t result in a clear increase in citations. Ahrefs tracked 1,885 web pages that added JSON-LD schema. Each page was matched against control pages that never added schema, and citation changes were measured across Google […]
Google’s Universal Commerce Protocol can now handle shopping carts, live catalog queries, and loyalty program benefits for AI agent transactions. On March 19, Google announced three new UCP capabilities and a simplified onboarding path through Merchant Center, two months after Google and Shopify unveiled UCP at the National Retail Federation conference in January 2026. The January launch had a […]
The agent runtime is the new browser layer, and your website is going to be evaluated against the runtime, not against any individual model. That’s a shift web professionals have not yet made. The conversation is still framed around models. Which model writes better? Which one cites more accurately? Which one’s API is cheaper this […]
Google is rolling out five updates to how links appear in its generative AI Search experiences, including AI Mode and AI Overviews. The changes add subscription labels and inline links within responses, among other features. Here’s an example of how the changes will appear: Image Credit: Google Hema Budaraju, VP of Product Management, wrote about […]