Levin Brinkmann

Levin Brinkmann describes itself simply: "Levin BrinkmannI am a research scientist at the Max Planck Institute for Human Development, where I investigate the increasingly deep integration of machines into human society." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.4 out of 10.

The page falls short on the technical files AI engines look for, such as llms.txt or an open robots.txt, sitemaps and entity links AI can follow, structured data describing the business, a heading structure that lays out what it offers, a clearly stated business identity and credibility markers like credentials or reviews.

Off the page there is only faint evidence that the domain is only lightly established. Beyond that, almost no other sites link to it, 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.

There is not much on the page to read either, about 97 words.