I Spy Fred

I Spy Fred is a business whose own site puts it this way: "ispyfred is the website for Diane Frederic, an art director, print designer and web designer based in sunny Southern California and the snowy north shore of Lake Tahoe." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 1.7 out of 10.

On the page it is passable on a partly stated business identity. What holds it back is structured data describing the business, the technical files AI engines look for, such as llms.txt or an open robots.txt, sitemaps and entity links AI can follow, a heading structure that lays out what it offers and credibility markers like credentials or reviews.

Off the page, almost no other sites link to it, 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.

There is not much on the page to read either, about 32 words. The site links to no social profiles, so there is nothing tying the brand to a wider presence.