GUILD

GUILD is a business whose own site puts it this way: "GUILD is an AI-native defense contractor that turns government requirements into manufactured aerospace parts, from planning through delivery." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.2 out of 10.

On the page it is passable on some structured data and a partly stated business identity. What holds it back is the technical files AI engines look for, such as llms.txt or an open robots.txt, sitemaps and entity links AI can follow, a heading structure that lays out what it offers and credibility markers like credentials or reviews.

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.

The site links to no social profiles, so there is nothing tying the brand to a wider presence.