MD®

md-factor.com is a San Mateo, CA business whose own site puts it this way: "Founder video featuring Dr. Susan Lin, M.D., explaining the mission of clinical excellence and the physician-led development of MD Lash Factor®, MD Hair™, MD Skin™, and MD Wellness™." Its AI visibility score is 6.6 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 structured data describing the business, a clear heading structure, a clearly stated business identity, visible credibility markers, crawler access and the files AI engines look for and sitemaps and entity links AI can follow.

Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, 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.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together. The business dates to 2007. By its own structured data it is a medical business.