Timothy Andrew

Timothy Andrew is a business whose own site puts it this way: "Personal website of Timothy Andrew, software engineer, writer, and builder." Its AI visibility score is 5.6 out of 10: the engines can find it, but they do not have much to hold on to.

On the page it is passable on basic crawler access. What holds it back is structured data describing the business, a clearly stated business identity, 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, other sites link to it and people discuss it in places AI engines read. 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 and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.

AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic). There is not much on the page to read either, about 57 words.