Most businesses have never seen how major AI models currently interpret their company. They know what their website says. They know what their marketing says. They know how they describe themselves. What they often do not know is how AI models currently understand, categorize, summarize, and explain their business. That gap is what led to the creation of this website and the AI Interpretation Analysis Report.
Frank Masotti is the founder of Masotti AI and the creator of the AI Interpretation Analysis Report.
His work focuses on understanding how major AI models such as ChatGPT, Gemini, and Claude interpret businesses, form explanations, and influence recommendation decisions.
Rather than focusing on traditional search rankings, Frank studies the information, patterns, and signals AI models use when describing companies and answering business related questions.
The way businesses are discovered online is changing.
Customers increasingly encounter AI generated summaries, explanations, comparisons, and recommendations before visiting a website or speaking with a company directly.
Frank has spent years studying how AI models interpret organizations, where misunderstandings occur, and why some businesses are described clearly while others are overlooked, misunderstood, or excluded from recommendations.
This work led to the development of a structured analysis process designed to reveal how major AI models currently understand a business and identify areas that may affect visibility, credibility, and recommendation potential.
FrankMasotti.com exists to help businesses better understand how AI models currently interpret them.
The site contains research, insights, educational resources, and information about the AI Interpretation Analysis Report.
The goal is simple.
Provide business owners and decision makers with a clearer understanding of how major AI models currently describe their company and what those interpretations may mean for future visibility.
The AI Interpretation Analysis Report is a detailed review of how major AI models currently understand a business.
The report examines interpretation quality, business understanding, category alignment, recommendation potential, consistency across models, and other factors that may influence how a company is presented inside AI generated responses.
The purpose is not to measure rankings.
The purpose is to understand interpretation.
AI models are becoming an increasingly important part of how people discover, evaluate, and compare businesses.
Understanding how those systems currently interpret your company can provide valuable insight into how your business is being represented before a customer ever visits your website.
This website was created to help make that understanding possible.
