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Neige Marketing

How visible is your brand to AI?

People have started asking a model instead of a search box. This checks whether yours can be found, read and correctly identified when they do.

What it looks at

Five things that decide whether you are citable.

  • Crawl access

    Whether GPTBot, ClaudeBot, PerplexityBot and the others are allowed to fetch you at all. This is the one that silently undoes everything else, and it is usually a line somebody added years ago and forgot.

  • Machine legibility

    Whether structured data says who you are, and whether your name is spelled the same way in the title, the schema and the profiles you link to. Models resolve you by corroboration, and a second spelling reads as a second company.

  • Answerability

    Whether your pages answer questions or only describe you. The block that gets lifted into an answer is a question, answered immediately underneath it.

  • Findability

    Titles, descriptions, heading structure, canonicals, sitemap and llms.txt. Ordinary hygiene, which is exactly why so many sites lose points here.

  • Delivery

    How much of your page actually exists in the HTML that arrives. Content that only appears after JavaScript runs is content a crawler may never see.

The work behind the fixes is what we do as AI chat optimisation. The check is free and stays free.