CMB Circuits LLC

CMB Circuits LLC describes itself simply: "Our belief is that everyone is entitled to the same level of quality and we strive to provide our customers with the highest level of service for their circuit boards." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.3 out of 10.

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

Off the page there is only faint evidence that only a handful of sites link to it and 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. Those are earned elsewhere on the web, not fixed on the site itself.

It does link out to several social profiles, which helps engines tie the brand together. The business dates to 2023.