Consumer Information Bureau

Consumer Information Bureau describes itself simply: "Since 2001, we’ve been a trusted source for identity theft protection and credit repair solutions." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.7 out of 10.

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

Off the page there is only faint evidence that only a handful of sites link to it and 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.

AI crawlers have visited once in our tracking, including GPTBot (ChatGPT). The site links to no social profiles, so there is nothing tying the brand to a wider presence.