Bottle Rocket Labs

Bottle Rocket Labs is a business whose own site puts it this way: "My name is Matt Franklin and I started this business in 2006 after about a decade-long career of marketing with technology and software companies.​I’m privileged to work with some of the." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.9 out of 10.

On the page itself the strengths are clear: a clear heading structure. It is passable on basic crawler access. What holds it back is credibility markers like credentials or reviews, structured data describing the business, a clearly stated business identity 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 2 times in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence. The business dates to 2006.