Emissary

Emissary is a business whose own site puts it this way: "Emissary helps enterprises build, evaluate, and deploy custom AI models with the reliability of machine learning, from training to production monitoring." Its AI visibility score is 5.3 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 a clear heading structure, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on some structured data and a partly stated business identity. What holds it back is credibility markers like credentials or reviews.

Off the page there is only faint evidence that the domain is only lightly established, press coverage is thin and there is little discussion of it. Beyond that, almost no other sites link to it, AI engines do not yet recognise it as a distinct business and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.

The site links to no social profiles, so there is nothing tying the brand to a wider presence.