Databricks

Databricks describes itself simply: "Accelerate your career with Databricks training and certification in data, AI, and machine learning. Upskill with free on-demand courses." Its AI visibility score is 6.9 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 a clear heading structure, a clearly stated business identity and sitemaps and entity links AI can follow. It is passable on basic crawler access. What holds it back is credibility markers like credentials or reviews and structured data describing the business.

Off the page, other sites link to it, the domain reads as established, AI engines recognise it as a distinct business, it turns up in press coverage and people discuss it in places AI engines read. Beyond that, it does not come up on Reddit.

The site links to no social profiles, so there is nothing tying the brand to a wider presence.