Maven Circular

Maven Circular is a business whose own site puts it this way: "We work with the brands, operators, and technologists who launch and enable circular programs." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.5 out of 10.

On the page it is passable on basic crawler access. What holds it back is structured data describing the business, a heading structure that lays out what it offers, a clearly stated business identity, sitemaps and entity links AI can follow and credibility markers like credentials or reviews.

Away from its own site, other sites link to it. There is some, but not much, sign that 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 business dates to 2020.