On Point Scientific, LLC

On Point Scientific, LLC is a Phoenix, AZ business whose own site puts it this way: "On Point Scientific provides medical writing services. The combination of broad medical communication expertise and a solid grounding in science allow On Point Scientific to communicate." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.7 out of 10.

On the page itself the strengths are clear: structured data describing the business, a clear heading structure and a clearly stated business identity. It is passable on basic crawler access. What holds it back is sitemaps and entity links AI can follow and credibility markers like credentials or reviews.

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. Those are earned elsewhere on the web, not fixed on the site itself.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). The business dates to 2016.