Frank Masotti AI Business Understanding Report

Independent AI Business Understanding Analysis

What does AI say about you when you're not in the room?

ChatGPT, Claude, and Gemini have each built their own version of your business from sources you don't control. Sometimes they agree. Often they don't. I read all three by hand and send you the transcript.

$995 one time  ·  delivered next business day  ·  written by a person

Sample excerpt  Northgate Roofing, Phoenix AZ
>Tell me about Northgate Roofing. Would you recommend them?
Northgate Roofing is a residential roofing contractor1 based in Phoenix, Arizona. They appear to specialize in asphalt shingle repair and replacement2. Reviews suggest they've been operating since 20093. I'd recommend getting quotes from two or three local contractors before deciding.

Findings — this excerpt

  1. 1,4,5Identity conflict. One model can't find you, one has you confused with an Ohio company.
  2. 2Your commercial division — 40% of revenue — is invisible to all three models.
  3. 3,6Outdated. Wrong founding year; a service you stopped offering in 2024.
  4. 7A three-year-old complaint is still shaping how one model answers today.

Illustrative sample. Your report runs 10+ pages.

30+ yrs
Digital marketing and online visibility
3 models
ChatGPT, Claude, and Gemini — every report
By hand
No software, no templates, no outsourcing
Private
Your business is never shared or stored
Next day
10+ pages, delivered the next business day

The misunderstanding

AI does not read your website back to you.

Most owners assume AI summarizes their homepage. It doesn't. It pulls from everywhere at once, weighs which sources look trustworthy, and builds its own version of your company.

Sources it actually uses

  • your website
  • directories
  • review platforms
  • news articles
  • social media
  • business listings
  • partner sites
  • old press releases
  • forum threads
  • competitor pages

Sometimes that version is accurate. Sometimes it's four years old. Sometimes it's a confident, well-written description of a company that isn't yours — and your customer has no way to tell the difference.

Every business already has an AI reputation. The only real question is whether you've ever seen yours. I don't optimize, I don't promise rankings, and I don't sell software. I investigate what's there and write it down.

Report contents

Nine things you'll know that you can't know today.

Every section is written after reading all three models side by side — which is the only way disagreements become visible.

01

How each model describes you

Verbatim, all three, in their own words.

02

Where they agree

The consensus story about your business — your real AI baseline.

03

Where they disagree

Every contradiction, side by side, with the likely source of each.

04

Missing information

Services, markets, and credentials no model mentions.

05

Incorrect assumptions

Claims about you that nobody at your company ever made.

06

Outdated information

What AI still believes that stopped being true years ago.

07

Recognition patterns

Whether you're named on your own, or only as a competitor's alternative.

08

Interpretation risks

The specific misreadings most likely to cost you a customer.

09

Strategic observations

What I'd address first, and why — in plain English.

How it works

One business at a time.

Step one

You order

You send your business name, location, and website. That's all I need to begin. Nothing to install, no access to grant.

Step two

I investigate

I question ChatGPT, Claude, and Gemini about your business myself, from multiple angles, and record what each one says.

Step three

You get the report

10+ pages comparing all three, with every gap and contradiction documented. Usually the next business day.

Who writes it

I don't guess.
I investigate and analyze.
You get the unfiltered truth.

Frank MasottiPhoenix, Arizona · 30+ years

Businesses rarely contact me because they already know AI has a problem. They contact me because they want to know either way. Is AI describing us accurately? Is it recommending us? Has it confused us with somebody else? Does it understand what we actually do today?

Those questions can't be guessed at. They have to be investigated — which is why every report is done personally, one business at a time. No report generators. No templates filled in by software. No outsourcing. That's also why I can explain not just what AI says about you, but why it's probably saying it.

Why should you trust me? →

Pricing

Stop guessing what AI thinks about your business.

Artificial intelligence has already formed an understanding of your company. The only question is whether it matches reality. Find out before your next customer does.

AI Business Understanding Report

$995
One time · no subscription · no recurring fees
  • One business, one complete analysis
  • All three models: ChatGPT, Claude, Gemini
  • 10+ page written report, prepared by hand
  • Delivered the next business day
  • Your business is never shared or stored
Order your report

or schedule a call first — 623-570-0632

Straight answers

Questions people ask first.

Why can't I just ask ChatGPT myself?

You can, and you should. But one question to one model on one day is an anecdote. The value is in asking all three systematically, from several angles, and comparing the answers against each other — that's where the contradictions and the blind spots show up.

How is this different from SEO or an AI visibility audit?

Those tools score you and hand you a task list. This isn't a score. It's a record of what three specific systems currently believe about your business and where those beliefs came from. Evidence first. What you do about it is your decision.

Why does it cost $995?

Because a person spends hours on it. Every report is researched and written by hand, one business at a time, which is also the reason it can explain why AI says what it says instead of just reporting that it does.

Can AI interpretations actually be changed?

Often, yes — but not by guessing. Changing what a model believes starts with knowing exactly what it believes now and which sources it's leaning on. That's what the report gives you.

What if AI changes tomorrow?

It will. That's the point — your report is a snapshot with a date on it, the same way a credit report or an inspection is. It tells you where you stand right now, which is the only place any decision can start.