GitHub

GitHub describes itself simply: "GitHub is where people build software. More than 150 million people use GitHub to discover, fork, and contribute to over 420 million projects." Measured against the twelve signals AI engines rely on, it scores 7.1 out of 10, a strong showing.

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

Off the page, other sites link to it, the domain reads as established, AI engines recognise it as a distinct business, it turns up in press coverage, people discuss it in places AI engines read and it comes up on Reddit.

AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic). There is not much on the page to read either, about 59 words. The site links to no social profiles, so there is nothing tying the brand to a wider presence.