Role at GPT Insights
For the content published on GPT Insights, in particular the GEO Wiki, Hanns Kronenberg is responsible for:
- research and methodology
- source selection and assessment
- in-house measurements (incl. the Recipe Gallery Monitor)
- modeling and evidence classification of the figures
- editorial reviews and revisions of the GEO Wiki pages
Areas of expertise
Professional background
- Head of SEO, Chefkoch
- Strategic Advisor & Research Partner, Rankscale AI
- previously Head of Product Management, SISTRIX (6+ years)
- Diplom-Kaufmann, University of Münster (marketing and statistics)
Research and concepts
Original thinking models for analyzing visibility in traditional and AI-based search systems:
- Prompt Decoding — what a prompt activates inside the model.
- ARTS SEO Formula — the structure of digital visibility.
- Semantic Resonance Analysis — semantic fit in the model space.
- AI-semantic brand management — the roles brands carry in answer systems.
- Role Anchoring — what function a brand carries within the model.
- Re-Segmentation — how market segments shift within the model.
Details at hannskronenberg.com/concepts-research.
Talks and publications
Selection: SMX Munich, CAMPIXX, SEOktoberfest G50 Summit, Website Boosting, OMR.
Selected content on GPT Insights
- ChatGPT Users and Usage 2026
- AI Overviews: Usage and Reach 2026
- Google AI Mode: Usage and Reach 2026
- Google Gemini: Users and Usage 2026
- Claude (Anthropic): Users and Usage 2026
- Crawler Accessibility
- User-Agent and WAF-Based Access Restrictions
More about Hanns Kronenberg
The full person, career, strategic approach, talks, publications, concepts and contact: hannskronenberg.com.