A tongue‑in‑cheek cats.txt file passed the four standard “proofs” marketers tout for llms.txt, crawl, index, LLM recall, and ChatGPT endorsement, showing how flimsy those signals really are. The experiment warns SEO and GEO consultants that relying on such surface metrics can’t justify client spend.
In a new Whiteboard Friday episode, Miracle Inameti‑Archibong breaks down how to make your site AI‑ready, using Markdown, robust product feeds, structured‑data markup, and the MCP tool. Those tweaks let autonomous shopping agents reliably pull your catalog, boosting visibility as AI‑driven commerce takes off.
In a YC interview, Google’s former chief scientist Jeff Dean argues that the next AI leap will come from better system design, retrieval, tool orchestration, and “context engineering”, instead of larger models. He warns builders to focus on integrating these components now, or risk falling behind as the industry shifts to AI‑centric product pipelines.
A Growth Memo analysis of Semrush’s AI Visibility Toolkit (1,000+ categories) shows brands that dominate a topic get cited in half of distant categories, but citations alone don’t secure top‑of‑search placement, repeat mentions do. The finding warns marketers that broad content only wins if you build deep authority in each new niche.
Google’s Ask Maps chatbot just got agentic powers, you can ask it to add a dish to your cart, compare hotel rates, or pull event tickets without leaving Maps. The roll‑out starts in the US with food partners Square and Toast, Uber Eats coming soon, and integrates Personal Intelligence for context‑aware suggestions. Marketers can now reach users at the point of intent inside a navigation experience.