Modern Optics

Modern Optics is a St. Petersburg, Florida business whose own site puts it this way: "American-made iGreen custom frames, luxury designers, expert prescription lens choices, and skilled fittings in St. Petersburg’s Grand Central District. Walk-ins welcome or call today." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 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. It is passable on a workable page structure and partial sitemap and link coverage. What holds it back is 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 once in our tracking, including ClaudeBot (Anthropic). There is not much on the page to read either, about 113 words. By its own structured data it is a retail business.