AI Interpretation & Authority Consultant for High Stakes Firms

We analyze how platforms like ChatGPT, Claude, and Gemini, interpret your business, and identify where that interpretation breaks down.

AI is already Influencing how your firm is evaluated

Clients, procurement teams, and researchers are increasingly using AI tools to evaluate companies.

But these systems don’t read your website the way a human does.

They rely on a mix of

• Third party sources

• Structured data

• Inferred signals

When those signals are incomplete or unclear, strong firms get:

• Overlooked

• Misrepresented

• Or excluded entirely

AI Representation Diagnostic

$1000 Flat Fee

Whats included:

• Full diagnostic report

• Personalized video walkthrough

• Clear implementation roadmap

• Delivered within 48 hours

Delivered within 48 hours, no long term commitment‍ ‍

What This is, and What This Isn’t

• A diagnostic of how AI systems interpret your business

• A breakdown of where that interpretation fails

• A clear plan to fix those gaps

This is:

• A guarantee of rankings

• A way to control AI systems

• A generic SEO Audit

This is not:

We identify and fix how AI systems interpret your business

AI Output Analysis

We Analyze what AI platforms actually say about your firm, and where that interpretation is incomplete or incorrect

We review your websites structured data (including JSON-LD) to ensure your business is clearly defined for machine interpretation.

Entity Structure Audit

Citation Pathway Analysis

We identify where AI systems are pulling information about your company and where they are not

We uncover missing trust signals such as mentions, backlinks, and third party validation.

Authority Gap Report

Our goal is simple: ensure your business is clearly understood and accurately represented.