Medium

Medium is a business whose own site puts it this way: "Alpha Geek & Blogger. He is a poster child for technologically insane. He's a true product of the system. He's been a geek before it was cool." When AI engines look at it, they find little to work with. It scores 4.6 out of 10.

On the page it is passable on a workable page structure, a partly stated business identity and partial sitemap and link coverage. What holds it back is structured data describing the business, the technical files AI engines look for, such as llms.txt or an open robots.txt and credibility markers like credentials or reviews.

Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, 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 2 times in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence.