Frolic

Frolic is a business whose own site puts it this way: "Thank you for the MemoriesNote from the FounderWhat started as a wild idea, a love of ice cream, and a stubborn belief that we could make the best Ice Cream at home." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.5 out of 10.

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

Away from its own site, 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. Those are earned elsewhere on the web, not fixed on the site itself.

The site links to no social profiles, so there is nothing tying the brand to a wider presence. The business dates to 2019.