Tom Reznick

Tom Reznick is a business whose own site puts it this way: "I believe code should be clean, architecture and design should be elegant, tests should be well thought out and purposeful, and that software should be made with love, trust, and empathy." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.1 out of 10.

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

Off the page there is only faint evidence that the domain is only lightly established. Beyond that, almost no other sites link to it, 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.