The Engine That Scans, Measures, and Prescribes
Brand Echo, the Citation Gap, and The 5 Strategies are not frameworks we apply with spreadsheets. They run on a proprietary platform built for one job: tracking your Brand Visibility inside AI research, watching what your named competitors are doing, and turning both into specific prescriptions. What you see below is real. The platform runs the scanning underneath. Your team gets the dashboards and the prescriptions, and founding clients get us alongside them to set it up and consult on execution.
The Engine
Here are sample screens from AI Advisory. The rest sits underneath and runs being fed by continuous competitor scanning, authority tracking, and co-occurrence density analysis that are used to build your prescriptions and monitor your reputation.
The dashboard and prescriptions above are outputs. Underneath runs the real engine, a continuous flow of competitor scanning, authority tracking across third-party sources, co-occurrence density analysis across thousands of buyer prompts, and engine-behaviour monitoring as ChatGPT, Gemini, Claude, and Perplexity evolve. Owned content is only a fraction of what AI engines weight. The 95% underneath is where Brand Visibility is actually won, and where the platform does its most important work.