Larry Wetherby

Larry Wetherby, based in Brooklyn, MI, describes itself simply: "Trusted Irish Hills real estate guidance for Jackson, Lenawee & Hillsdale County buyers and sellers. 30+ years experience. Contact Larry Wetherby today." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.4 out of 10.

On the page itself the strengths are clear: a clear heading structure, visible credibility markers and sitemaps and entity links AI can follow. It is passable on a partly stated business identity. What holds it back is structured data describing the business and 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 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). It does link out to several social profiles, which helps engines tie the brand together.