CB Research Lab

CB Research Lab, based in Columbus, OH, describes itself simply: "Posts Why does it feel like summer vacations go by too fast?." When AI engines look at it, they find little to work with. It scores 4.9 out of 10.

On its own pages the site does well on a clear heading structure and sitemaps and entity links AI can follow. It is passable on a partly stated business identity. What holds it back is credibility markers like credentials or reviews, the technical files AI engines look for, such as llms.txt or an open robots.txt and structured data describing the business.

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 once in our tracking, including ClaudeBot (Anthropic).