What AI Actually Says About Your Business (And Why It Matters)

When someone asks ChatGPT “what’s a good accounting tool for small businesses?” - they’re not Googling. They’re having a conversation with an AI that will give them a direct recommendation.

The question is: does your business come up? And if it does, what does the AI say?

How AI models form opinions about businesses

Large language models are trained on massive amounts of web content - reviews, blog posts, forums, news articles, support threads. From that data they develop a kind of implicit “reputation” for every brand they’ve encountered.

That reputation is baked in at training time. Unlike search rankings, you can’t just run an ad to change it. You have to shape the underlying content that models are learning from.

The gap most businesses don’t know about

Most companies invest heavily in SEO, paid ads, and social presence. Very few think about AI visibility - how they appear when a customer asks an AI assistant for a recommendation.

This gap is growing. AI-assisted search is becoming the default for a large and fast-growing segment of users.

What you can do

The good news: the factors that influence AI representation are mostly things you already control.

1. Your website content - clear, specific, factual descriptions of what you do and who you serve
2. Third-party coverage - reviews, press mentions, case studies
3. Support and community content - how questions about your product get answered publicly

The first step is understanding your baseline: what are AI models saying about your business right now?

That’s exactly what an AI audit tells you.