Eileen Jonah - Century 21 North East

Eileen Jonah, based in Swampscott, MA, describes itself simply: "Eileen Jonah is a licensed Realtor® serving the North Shore of Boston, Massachusetts, including Swampscott, Lynn, Marblehead, Salem, Peabody, Beverly, and Danvers." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.

On the page itself the strengths are clear: structured data describing the business, a clearly stated business identity and crawler access and the files AI engines look for. What holds it back is sitemaps and entity links AI can follow, a heading structure that lays out what it offers and credibility markers like credentials or reviews.

Away from its own site, other 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 2 times in our tracking, including ClaudeBot (Anthropic). There is not much on the page to read either, about 33 words. The site links to no social profiles, so there is nothing tying the brand to a wider presence.