Sandra Larson, M.S. -- Boston freelance journalist covering urban issues and policy

Sandra Larson, M.S. -- Boston freelance journalist covering urban issues and policy is a business whose own site puts it this way: "Boston-based independent journalist covering cities and urban policy with a solutions lens. Contributor to CQ Researcher, Shelterforce, HealthCity, Next City, Reasons to be Cheerful and the." When AI engines look at it, they find little to work with. It scores 3.6 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 and partial sitemap and link coverage. What holds it back is a clearly stated business identity 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.

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