The Berwick Shellfish Co.

The Berwick Shellfish Co. is a Berwick upon Tweed, England business whose own site puts it this way: "Buy fresh fish and seafood online including live or cooked lobsters delivered next day from the Berwick Shellfish Company. The best value top quality fresh fish and shellfish." Its AI visibility score is 5.9 out of 10: the engines can find it, but they do not have much to hold on to.

On its own pages the site does well on crawler access and the files AI engines look for. It is passable on a workable page structure, a partly stated business identity and partial sitemap and link coverage. What holds it back is structured data describing the business and credibility markers like credentials or reviews.

Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together. By its own structured data it is a retail business.