ChatML

ChatML describes itself simply: "Ship code faster with parallel AI coding agents. ChatML runs multiple Claude sessions in isolated git worktrees on macOS, Windows, and Linux." Its AI visibility score is 5.5 out of 10: the engines can find it, but they do not have much to hold on to.

On its own pages the site does well on structured data describing the business, a clear heading structure, 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. What holds it back is credibility markers like credentials or reviews.

Off the page there is only faint evidence that only a handful of sites link to it, the domain is only lightly established and there is little discussion of it. 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. None of that can be fixed on the page: it has to be earned.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).