Entity Governance: The Missing Layer in AI-Ready Content Systems
There is a pattern in most “AI readiness” conversations that should concern anyone responsible for how their brand shows up in search and AI. The focus is almost always on…
Structured Data
Google Search Central Live Toronto: What Actually Matters in AI Search
I left Google Search Central Live in Toronto with a clear takeaway: Search is becoming more selective about what content gets indexed, not just how it ranks, and that changes…
From Structured Data to Knowledge Graphs: Why Most Brands Are Still at Step One
If you have spent time in SEO, content strategy, or AI readiness conversations over the past year, you have likely noticed a pattern. A new concept gains attention, such as…
Schema Markup for Enterprises: Schema App vs. AI-Generated Markup
AI-generated Schema Markup can feel like a breakthrough. It is fast, accessible, and capable of producing structured outputs that appear sophisticated at first glance. For teams under pressure to move…
What 2025 Revealed About AI Search and the Future of Schema Markup
At the beginning of 2025, I kept hearing the same thing from enterprise marketing teams: “We have Schema Markup. We’re covered.” They meant they had implemented Schema Markup to qualify…
From Schema Markup to AI-Ready: How Schema App’s MCP Server Powers Trusted Assistants
Artificial Intelligence is only as good as the data it draws from. As enterprises explore ways to connect their trusted information to AI systems, a new standard known as the…
Future-Proofing Healthcare Websites for AI Search: Lessons from HCIC 2025
I am feeling energized after speaking at the Healthcare Internet Conference (HCIC) 2025 in Las Vegas. Why? Because HCIC has always been about connection. It’s where members of the healthcare…
How Entity SEO Supports Brand Authority in AI Search
AI interfaces have transformed how people discover and engage with brands online. Instead of clicking through multiple links, users now see summarized answers from several sources combined into a single…
What is Model Context Protocol (MCP) and How Does Structured Data Play a Role?
The rapid evolution of AI is transforming how enterprises interact with data. As organizations look to deploy AI applications like chatbots and internal search tools, one of the biggest challenges…
NLWeb: Consuming Schema Markup for AI Applications
Generative AI adoption is accelerating, but success depends on having data that AI can actually understand and use. AI-powered tools, from chatbots to automation agents, rely on structured, clean data…