PharmaSource

"The community for procurement and outsourcing professionals to share insights best practices in the Pharma and Biotech. Sign up as a member." That is how PharmaSource introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.3 out of 10.

On the page it is passable on some structured data, a workable page structure, a partly stated business identity, a few credibility markers and partial sitemap and link coverage. What holds it back is 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 the domain is only lightly established and press coverage is thin. Beyond that, almost no other sites link to it, AI engines do not yet recognise it as a distinct business, 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.

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