The Full Stack of the Agentic Web: Why WebMCP is the New Schema.org Moment
Until now, agents have relied on brittle techniques like visual scraping to guess at actions. This breaks easily and doesn’t scale. This is why the standardized Web Model Context Protocol (WebMCP) is critical.
RLM-on-KG: Recursive Language Models and the Future of SEO
Recursive Language Models (RLMs) treat prompts as environments to explore, not consume. We adapted this for Knowledge Graphs and discovered why structure, not bigger context windows, is the key to AI accuracy and search visibility.
The Product Ontology for the Agentic Commerce
Explore how the product ontology and data layers power agentic commerce, ensuring product information is trustworthy, actionable, and protocol-compliant.
The Reasoning Web
The Reasoning Web is coming. Learn how context graphs power agentic AI, as the web shifts from search engines to reasoning engines, with interoperable, actionable, machine-readable context.
WordLift Starts Onboarding First Clients for Agentic Commerce Pilot
Discover WordLift Agentic Storefront – the AI-powered solution to boost ecommerce product discovery and engagement.
AI Visibility Isn’t Enough: Why Execution Infrastructure Wins
Discover why dashboards don’t move the needle in AI search and how semantic infrastructure and knowledge graphs power scalable, AI-ready growth.
What is SEO 3.0? Preparing for the Next Wave of Search
Discover what SEO 3.0 means for your brand, with a clear roadmap to prepare and the common pitfalls to avoid.
Beyond Search: The Agentic Funnel Powered by the Shopping Graph
Discover how the agentic funnel changes the shopping experience and transforms how your team organizes and works.
Agentic Ads: Preparing Your Brand for the AI-Mediated Web
The AI-mediated web is here. Learn how Agentic Ads and structured data are essential for brands to adapt, become agent-ready, and succeed in the evolving AI commerce landscape.
The Hidden Entity Layer of ChatGPT: From Named Entities to Products
A deep dive into ChatGPT’s hidden semantic layer. By analyzing its SSE streams, we uncover how OpenAI’s web client structures entities, moderates outputs, and connects to a product graph that mirrors Google Shopping feeds.
Why SEO Success Now Depends on Entity Architecture, Not Volume
Shift from content volume to a robust entity architecture. Learn how to structure your knowledge so AI systems and LLMs can understand, trust, and cite your brand.
How ChatGPT and AI Agents Are Rewriting E-commerce Rules
Discover how ChatGPT and AI Agents are revolutionizing e-commerce, enhancing sales strategies, and driving online growth.