CEC - Steve Adubato, PhD

CEC is a business whose own site puts it this way: "VACCINES: WHAT YOU NEED TO KNOW Vaccines: What You Need to Know is a public awareness initiative aimed at clarifying myths and misconceptions surrounding vaccines while providing accurate." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.5 out of 10, readable in places and missing in others.

On the page itself the strengths are clear: crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a partly stated business identity and a few credibility markers. What holds it back is structured data describing the business and a heading structure that lays out what it offers.

Away from its own site, 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. Those are earned elsewhere on the web, not fixed on the site itself.

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