I conduct Cross Platform AI Authority Reports for organizations in capital intensive industries that need to understand how AI systems currently evaluate them.
Most organizations assume they are visible. Most are structurally invisible.
AI systems like ChatGPT, Claude, Gemini, and Perplexity are increasingly how investors, partners, regulators, and customers verify credibility. When someone asks AI who leads lithium innovation in Arkansas, or who the best orthopedic surgeon is in their city, or which infrastructure partner is structurally ready for a contract, AI gives one answer. Maybe three. If you are not in that answer, you are losing opportunities you will never know about.
My reports diagnose where AI recognizes you and where it does not. Where trust signals break. Which revenue impacting queries you are missing. And what structural changes are required to become the recommended source.
I spent over 20 years building digital systems for high stakes industries. I watched capital intensive organizations start becoming invisible because their data was not structured for the way AI systems evaluate authority. This is not about marketing. This is about whether AI systems trust your organization enough to recommend it when the stakes are high.
The Trust Triangle Framework (Authority, Recommendability, and Citation) defines what AI systems evaluate when deciding who to recommend. My methodology tests across five major AI platforms to map exactly where an organization stands and what needs to change.
This is not SEO. I diagnose whether your expertise is being trusted at the system level. Not to convince you that the system exists, but to show you exactly where it sees you, where it does not, and what to do about it.
If you are ready to stop being invisible and become the authority AI cites, start with your Authority Report.
