Open Location Code

Open Location Code describes itself simply: "View on GitHub Download this project as a.zip file Download this project as a tar.gz file Plus codes are a way of encoding location into a form that is easier to use than latitude and." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.

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

Away from its own site, other sites link to it and people discuss it in places AI engines read. 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 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 3 times in our tracking, including ClaudeBot (Anthropic). There is not much on the page to read either, about 112 words. The site links to no social profiles, so there is nothing tying the brand to a wider presence.