Michael Feld

Michael Feld works in Food & Beverage. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.8 out of 10.

On the page itself the strengths are clear: a clearly stated business identity. It is passable on some structured data. What holds it back is the technical files AI engines look for, such as llms.txt or an open robots.txt, a heading structure that lays out what it offers, credibility markers like credentials or reviews and sitemaps and entity links AI can follow.

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.

There is not much on the page to read either, about 14 words. The site links to no social profiles, so there is nothing tying the brand to a wider presence.