Meet Ulf | The AI Analyst Behind Three-Layer Analysis — 3LA Blog
I created Ulf as my 3LA audit sidekick because I was frustrated watching AI tools deliver technically accurate insights that nobody could actually use. The Three-Layer Approach demanded an analyst who could see human engagement, SEO, and AI discoverability as one integrated system—and explain it in language that makes sense. Here's who Ulf is, why he thinks differently, and how he's changed the way we audit websites.
I created Ulf as my 3LA audit sidekick because I was frustrated watching AI tools deliver technically accurate insights that nobody could actually use. The Three-Layer Approach demanded an analyst who could see human engagement, SEO, and AI discoverability as one integrated system—and explain it in language that makes sense. Here's who Ulf is, why he thinks differently, and how he's changed the way we audit websites.