AI Visibility Competitive Audit

The AI Visibility Competitive Audit investigates both businesses independently, then compares what the three AI platforms actually understand about each one.

You receive documented findings, a direct competitive comparison, and recommendations to help you decide where your business may need attention.

$895 | One Time Purchase | Three Complete PDF Reports

Order Your AI Visibility Competitive Audit

Your Competitor May Be Telling a Different Story in AI Search

You know why customers choose your business. You know where your products, services, or experience differ from the competition.

The question is whether AI platforms recognize those differences.

A competitor might be associated with a service your business also provides. ChatGPT might recognize your company’s strengths while Claude overlooks them. Gemini might describe the two businesses in ways that don’t match what you know about either company.

Those are possibilities, not conclusions.

Until both businesses are investigated, you don’t know whether the AI platforms are representing your differences accurately.

And without that information, it’s easy to make marketing decisions based on assumptions about where your competitor stands.

The AI Visibility Competitive Audit gives you a closer look at both sides.

Two Complete Audits. A Direct Comparison. A Clearer Picture.

This isn’t a quick comparison of two business names.

I conduct a complete AI Visibility Audit of your business and a separate, complete audit of the competitor you select.

Both businesses are examined using the same structured investigation across ChatGPT, Claude, and Google Gemini.

That means you can see what each platform understands about your company, what it understands about your competitor, and where the findings differ.

The investigation examines:

• Business recognition: How accurately each platform identifies and describes both businesses.

• Products and services: Which offerings it recognizes, misunderstands, or overlooks.

• Customer relevance: How it understands the customers and situations each business serves.

• Business differentiation: Whether it recognizes meaningful distinctions between the two companies.

• Recommendation understanding: How each business is understood in situations relevant to customer recommendations.

• Accuracy and omissions: Where the responses are correct, incomplete, inconsistent, or inaccurate.

• Platform differences: Where ChatGPT, Claude, and Gemini reach similar or different conclusions.

You get an investigation of each business on its own merits before the competitive findings are brought together.

See Where Your Business Stands, Not Just Who Gets Mentioned

Seeing a competitor appear in an AI response can be frustrating, especially when you believe your business belongs in the conversation.

But a single mention doesn’t explain the full picture.

Does the platform understand your competitor’s services more accurately? Does it overlook something important about your company? Does it recognize a distinction that favors your business?

Or does the broader investigation show that your business is understood more accurately in certain areas?

The competitive audit looks beyond individual mentions to examine the information behind those responses.

You’ll be able to see where the findings favor your business, where they favor your competitor, and where neither business is represented particularly well.

That distinction matters when you’re deciding whether something actually needs to change.

A Comparison Based on the Same Investigation

For each business, I ask ChatGPT, Claude, and Gemini 15 structured diagnostic questions.

Question 16 asks each platform to recommend actions based on its own findings.

For the competitive investigation, I then ask each platform an additional question comparing the two businesses based on its preceding responses.

This gives the comparison a consistent foundation.

ChatGPT’s findings about your business are compared with ChatGPT’s findings about your competitor. The same applies to Claude and Gemini.

I also evaluate the individual audits across seven weighted scoring dimensions and prepare a separate analysis of the competitive findings.

You can examine the evidence for both businesses instead of relying on a single AI generated verdict about which company is better.

The report explains meaningful differences and identifies areas that may deserve your attention.

Turn Competitive Findings Into Better Business Decisions

Knowing that a competitor is better understood in one area is only useful if you understand what that difference means.

For example, an AI platform might recognize a competitor’s specialty while failing to associate your business with a similar offering.

That finding could point toward a gap in how your business information is being interpreted.

Another platform might recognize your company’s strengths more clearly than your competitor’s. That’s useful information too.

The investigation helps you separate potential problems from strengths worth preserving.

You’ll receive recommendations from the AI platforms, along with my independent assessment of the findings.

The goal is to help you decide what deserves attention, rather than spend money reacting to a competitor’s appearance in one AI response.

The findings can inform future decisions about your business information, website content, and how you communicate your offerings.

Independent Analysis Without an Implementation Sales Pitch

I’m Frank Masotti, the analyst behind AI Visibility Audit and Report.

My approach grew out of hands on experiments investigating how large language models interpret business information, including an experimental project involving more than 3,000 fictional businesses.

I personally conduct the investigations, examine the responses, evaluate the findings, and prepare the reports.

I don’t sell AI visibility implementation packages or ongoing monitoring retainers through this business.

That means I have no additional optimization service to sell you based on the competitive findings.

If the investigation reveals that your competitor is understood more accurately in certain areas, I’ll report that.

If your business has stronger findings, I’ll report those too.

And where the evidence is incomplete or uncertain, the report will make that distinction clear.

You get an independent assessment of both businesses, not a predetermined conclusion designed to sell you more services.

What You Receive for $895

The AI Visibility Competitive Audit includes two complete investigations and a separate competitive comparison.

Report 1: Your Business’s AI Visibility Audit

A complete PDF investigation of how ChatGPT, Claude, and Gemini understand your business, including findings, scoring, platform recommendations, and independent analyst recommendations.

Report 2: Your Competitor’s AI Visibility Audit

A separate, complete PDF investigation of the competitor you name, conducted using the same diagnostic process.

Report 3: AI Visibility Competitive Comparison

A dedicated PDF comparing the two businesses using the findings from ChatGPT, Claude, and Gemini, including each platform’s direct comparison and my independent analysis.

Together, the three reports help you understand both businesses individually and the differences between them.

$895. One time purchase. Three complete PDF reports. No subscription or ongoing service commitment.

Know How Your Business Compares Before Deciding What to Change

Your competitor may be better understood by some AI platforms. Your business may have strengths those same platforms recognize more clearly.

There may be inaccuracies, missed services, or differences neither company is aware of.

You won’t know what the investigation reveals until both businesses are examined.

Get the evidence behind the comparison, understand what it means, and decide where your business should focus next.

AI Visibility Competitive Audit $895

Your business. One competitor you select. Three AI platforms. Two complete audits and one independent competitive comparison.

Order Your AI Visibility Competitive Audit