ECD Life Sciences

"ECD Life Sciences (ECDLS) provides drug development consulting services for pharmaceutical and biotech companies, with expertise in drug development strategy and execution." That is how ECD Life Sciences introduces itself. When AI engines look at it, they find little to work with. It scores 4.0 out of 10.

On its own pages the site does well on a clear heading structure, visible credibility markers and sitemaps and entity links AI can follow. What holds it back is structured data describing the business, a clearly stated business identity and the technical files AI engines look for, such as llms.txt or an open robots.txt.

Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, the domain does not yet read as established, 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. None of that can be fixed on the page: it has to be earned.

The business dates to 2023.