:::::First, a quick personal note—:::: Sorry for being MIA for a while, still in recovery mode, turns out human biology hasn’t quite mastered the "force restart" feature we are so used to in our tech stacks 🤒. You guys know that I like to show up prepared to overdeliver so thanks for your patience, ✌. However, even from the sidelines, the research into the future of AI never stops, and is going faster than ever! As previously announced: We are officially entering The Year of the Agents. - OpenAI is launching their in-platform agentic ecommerce protocol the ACP. - Google is launching their in-ecosystem agentic ecommerce protocol the UCP. - More people are coding and creating apps than ever in agentic frameworks. ------------------------ "Claude Code Usage Patterns Coding remains dominant (36% of tasks), but 2026 shows diversification into education (12.4%) and science (7.2%), with directive automation rising from 27% to 39% of interactions. Token efficiency improved in sample data, with January 2026 sessions using 69% fewer tokens per message than December 2025 despite 181% more messages" Attached: Google Trends: Claude Code ------------------------- We’re moving past simple chatbots, way past that. Applications like Claude Code, Opencode (currently testing this one) and Open Claw are now actively browsing the web to execute tasks. But until now, they’ve hit a bottleneck: they’ve had to "look" at screenshots to navigate, which is slow and expensive. ⭐The Breakthrough: WebMCP I’ve been diving into a brilliant new Google/Microsoft proposal called WebMCP. This is a game-changer for how businesses will be discovered and utilized in an AI-first world. WebMCP allows your website to expose specific tools (via JavaScript or HTML) that AI agents can discover and use automatically. No clunky installations; just seamless interaction. Why This Matters for you? We are witnessing a fundamental shift in digital strategy: We are moving from "designing for human clicks" to "designing for AI actions." Imagine a customer telling their AI assistant, "Go to [Your Site] and order my usual." With WebMCP, the agent doesn't need to scroll or click.

I haven't seen anyone talking about this release last week https://developer.chrome.com/blog/webmcp-epp. Any thoughts?

Found Perry secret agency plan - read it on the plane home from a podcast yesterday - sold my first $1000 AEO audit today!

ChatGPT has surpassed major social media and video platforms like YouTube, TikTok, Instagram, and Facebook in global search interest, achieving this milestone in under two and a half years since its launch. According to data from Ahrefs, ChatGPT's monthly search volume overtook YouTube in April 2025 and has since outpaced all other platforms between September 2024 and April 2025. While search volume isn't a perfect measure of usage, it reflects sustained user intent and habit formation. The data also shows that Google still leads in search interest, but the gap has narrowed significantly since early 2023, with projections suggesting ChatGPT could match or even surpass Google’s search volume by 2028–2029 if current trends continue. Source: https://ahrefs.com/blog/chatgpt-vs-other-platforms

1. Question: What do you use to track your entities, @IDs, relationships, etc.? I´m starting with this multi-tab sheet for a major SEO/AEO client for tracking their knowledge graph - entities, @IDs, and relationships, etc., to be maintained collaboratively with my developers. https://docs.google.com/spreadsheets/d/1ftyCPFrGYpH7fgQ7WKXEJZkNxK1da7rROXKiJXqMYPQ/edit?usp=sharing I´m considering moving it to Fusebase as a searchable database because this client´s site is very large and they are already using Fusebase. Any other platform recommendations @Julian Lopez ? Feel free to test it, poke holes in it, improve upon it, or just use as is, of course. Cheers! Heather P.S. For those who are new to schema and thinking "What is an entity??" I´ll put a quick breakdown of what we’re tracking and why in the comments, and of course to REALLY understand and use this, do READ Kasum & Julian´s AEO Book, do the course, and join the calls!