Cellgebra

Cellgebra is a business whose own site puts it this way: "Together with Royal College of Surgeons in Ireland, we are developing a digital solution to aid rational oncology drug discovery." When AI engines look at it, they find little to work with. It scores 4.8 out of 10.

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

Off the page, other sites link to it. Beyond that, the domain does not yet read as established, 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 2 times in our tracking, including GPTBot (ChatGPT).