Luke Thomas

Luke Thomas describes itself simply: "Luke Thomas, builder, operator, father of four." Its AI visibility score is 6.2 out of 10: the engines can find it, but they do not have much to hold on to.

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

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). It does link out to several social profiles, which helps engines tie the brand together.