Audit 01 · Citation risk: being left out of AI answers

Would AI understand what you sell and mention your business?

Visibility gives several AI models your brand name and website wording, then asks each to answer a buyer-style question. You can compare what each model says and whether it understood your offer.

What you provide

Enter the company or product name and paste the website wording you want reviewed. You can also add a category and competitors to give the question more context.

What happens

Each configured model answers the same kind of buyer question. Perceptra compares each written answer with five descriptions: from “not mentioned” to “main recommendation.” It then shows each answer, the combined pattern, and how much the models agree or differ.

This comparison is called Semantic Similarity Rating (SSR). The bars show how closely text matches each description; they are not the share of real searches or buyers.

What the result can tell you

  • Which of the five descriptions most closely matches each model's answer.
  • Whether the configured models interpret the supplied wording in a similar or different way.
  • Which category, product, audience, or differentiator might need clearer website wording.

It does not visit your website, query live search results, or show what buyers actually see. Treat it as a text-based simulation and check important findings yourself.

Check your AI visibility