Data Liberate

Data Liberate is a business whose own site puts it this way: "Independent consultancy, service provider, trainer in the areas of Structured Data, Schema.org, Linked Data, Semantic Web." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.1 out of 10, readable in places and missing in others.

On the page it is passable on some structured data, a workable page structure, a partly stated business identity, a few credibility markers, basic crawler access and partial sitemap and link coverage.

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.