Dr. Ron Markowski

Dr. Ron Markowski is a business whose own site puts it this way: "These technologies can analyze vast amounts of data to derive meaning, but this meaning often includes misinformation, disinformation, and circular reasoning, errors that can mislead." When AI engines look at it, they find little to work with. It scores 3.1 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 a few credibility markers. What holds it back is a clearly stated business identity, sitemaps and entity links AI can follow and structured data describing the business.

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. None of that can be fixed on the page: it has to be earned.