I. Introduction: The Shift from “Vertical” to “Horizontal” For over a decade, the SEO playbook has been remarkably linear: identify a keyword, write a comprehensive article, optimize the headings, and build backlinks to that specific URL. This...
Technical Specification: The Signal Architecture Framework (v1.0) Document Status: Public Specification / Active Research Architect: Carolyn Holzman (https://www.linkedin.com/in/carolynholzman/) Primary Tool: VizzEx WordPress Plugin or HubSpot App (https://vizzex.ai)...
The New York Times recently published a diagnostic of Google’s AI Overviews that confirms the exact “Signal Crisis” VizzEx was engineered to solve. The data is startling: While Google’s Gemini 3 is accurate 91% of the time, more than half of those...
