markbenjamincommodit

markbenjamincommodit, based in London, describes itself simply: "With extensive product knowledge coupled with over 40 years of supply-chain and procurement experience, Mark's understanding of the industry is unrivalled." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.2 out of 10.

On the page itself the strengths are clear: a clearly stated business identity and crawler access and the files AI engines look for. It is passable on some structured data and a workable page structure. What holds it back is credibility markers like credentials or reviews and sitemaps and entity links AI can follow.

Off the page, almost no other sites link to it, 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. Those are earned elsewhere on the web, not fixed on the site itself.

There is not much on the page to read either, about 92 words. The site links to no social profiles, so there is nothing tying the brand to a wider presence.