FourHand Global

FourHand Global describes itself simply: "At Fourhand Global, we bring the finest coffee beans, vanilla pods, and cocoa products grown in Uganda’s equatorial climate to every corner of the world." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.8 out of 10.

On the page itself the strengths are clear: crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a partly stated business identity and a few credibility markers. What holds it back is structured data describing the business and a heading structure that lays out what it offers.

Off the page there is only faint evidence that only a handful of 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). It does link out to several social profiles, which helps engines tie the brand together.