Bernhard WittmannPersonal Page of Bernhard Wittmann

Bernhard WittmannPersonal Page of Bernhard Wittmann is a business whose own site puts it this way: "The personal site of Bernhard Wittmann, a Senior Full Stack Engineer at n8n with 8+ years of experience building products at startups." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.8 out of 10.

On the page itself the strengths are clear: a clear heading structure. It is passable on a partly stated business identity and partial sitemap and link coverage. What holds it back is 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. 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 once in our tracking, including ClaudeBot (Anthropic). There is not much on the page to read either, about 122 words.