Josiah Couch

Josiah Couch is a business whose own site puts it this way: "Postdoctoral researcher working in ML with a focus on medical applications and a background in theoretical physics (AdS/CFT and quantum information)." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.

On the page it is passable on a workable page structure and basic crawler access. What holds it back is structured data describing the business, a clearly stated business identity, sitemaps and entity links AI can follow and credibility markers like credentials or reviews.

Away from its own site, 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. Those are earned elsewhere on the web, not fixed on the site itself.

AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).