The AI Visibility Scan is a diagnostic starting point. It examines signals that affect how easy a business website is to discover, parse and understand as a source of business knowledge. That can include content clarity, structured data, answer-ready information, machine-readable resources, image context and other technical or semantic signals. The purpose is to show the gap between a conventional website and a stronger AI-readable layer, not to produce a magical prediction of future citations. Own The Conversation uses the scan to frame the build: what is already useful, what is missing, and which parts of a Digital Twin would make the business easier to represent accurately.

Why Your “Beautiful” Website Is Failing AI Discovery — Free AI Visibility Tool





