CONFIDENTIAL ANALYSIS
AI Business
Understanding
Report
Prepared for
Your Business
AI Business Understanding Report · $495
Your customers are asking ChatGPT, Claude, and Gemini questions that can shape who they trust, who they consider, and who they call. I investigate what all three models understand about your business, where they get it wrong, and what I would address first.
One time purchase · Prepared personally by Frank Masotti · Usually delivered next business day
CONFIDENTIAL ANALYSIS
Prepared for
Your Business
The question worth $495
AI does not simply repeat your website. It forms an understanding from your site, reviews, directories, articles, listings, old information, and other sources across the web.
The result can be accurate. It can also be incomplete, outdated, or confidently wrong. And because each model builds its own picture, ChatGPT may understand you one way while Claude or Gemini understands you another.
The report gives you the view from the other side of the screen.
What you are buying
You receive a written analysis you can actually read, keep, discuss, and act on.
How ChatGPT, Claude, and Gemini each describe your business, category, services, customers, and fit.
Missing services, outdated facts, incorrect assumptions, category confusion, and claims that do not match the business you run today.
The contradictions you cannot see by asking one model one question, with the patterns that emerge when all three are compared.
Whether the models recognize you, what they associate with you, who they think you are for, and when they would or would not recommend you.
Clear recommended next steps based on the actual findings, prioritized by what matters most rather than a generic checklist.
From an actual report
This is not a software export dressed up as consulting. I question the models, compare their answers, check them against the business, and explain what the pattern means.
See completed reports ?Claude's primary objection is not product understanding. It is the lack of independent credibility evidence.”
Simple by design
Send me your business name and website. That is enough to begin.
I personally question ChatGPT, Claude, and Gemini from multiple angles, then compare what they say against each other and against reality.
You receive the written report, usually the next business day, including the findings and what I would address first.

The analyst
I have spent more than 30 years working with how businesses are found, understood, and represented online. I created this report because AI introduced a new question most businesses cannot answer: What do the models think we are?
Every report is investigated, compared, analyzed, and written by me. No outsourced analyst. No automated scoring engine. No subscription waiting behind the purchase.
Frank Masotti
Professional history ?AI Business Understanding Report
A one time independent analysis of how ChatGPT, Claude, and Gemini understand your business right now.
One time · No subscription
Before you order
You can. But one question to one model is not an analysis. The value is in questioning all three systematically, comparing the answers, and identifying the contradictions and blind spots.
No. This is diagnosis before prescription. The report documents what the models currently understand and what I would address first. It does not sell implementation.
Because every report is researched, compared, analyzed, and written by hand for one business. You are buying Frank's analysis, not access to software.
It will. The report is a dated baseline of where you stand now, so future changes can be understood against something real.