Deon van der Vyver — Founder/CTO of Cognyx

Deon van der Vyver Founder/CTO of Cognyx is a business whose own site puts it this way: "Founder and CTO of Cognyx. Building AI-assisted hardware engineering workflows and exploring how knowledge, reasoning, and automation come together in complex systems." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.

On the page itself the strengths are clear: a clear heading structure, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a partly stated business identity. What holds it back is structured data describing the business and credibility markers like credentials or reviews.

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. Those are earned elsewhere on the web, not fixed on the site itself.