Audit 01 · Citation risk: being left out of AI answers
More buyers now ask an AI assistant which product or supplier to choose. This check shows how several AI models interpret your brand and website wording, whether they understand what you sell, and which alternatives they mention.
Search rankings and web analytics begin when someone visits a page. An AI assistant may influence a shortlist before that happens. A procurement team, engineer, or executive may choose another supplier without ever creating a session on your site.
Enter the company or product name and paste the wording currently used on the website. The app sends that information to several AI models, compares their written responses, and identifies what is clear, unclear, or missing. No human scoring panel is involved.
This is a text-based simulation of buyer questions. It does not crawl the website, verify a live citation, or reproduce a search-results page.