Gradient

Gradient is a business whose own site puts it this way: "Gradient makes next-generation window heat pumps that provide all-electric comfort for multi-family buildings, schools, and more." Its AI visibility score is 6.4 out of 10: the engines can find it, but they do not have much to hold on to.

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

Off the page, other sites link to it and AI engines recognise it as a distinct business. There is some, but not much, sign that the domain is only lightly established. Beyond that, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.

It does link out to several social profiles, which helps engines tie the brand together. The business dates to 2018.