Cindy PhanCindy Phan

Cindy PhanCindy Phan is a business whose own site puts it this way: "Cindy Phan phan portfolio ︎ I'm Cindy Phan Design & Product leader focused on leveraging human centered design and modern product development to address and improve core problems in." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.0 out of 10.

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

Away from its own site, other 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.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). There is not much on the page to read either, about 114 words.