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AI Visibility Scorecard
Leonhard Hofmann
leonhardhofmann.com · Education
Borderline visible. AI bots can crawl Leonhard Hofmann, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 3 times
Claude · Meta AI · Apple Intelligence
#398,949 of 876,920 in Education for AI visibility
4.9
/10
AEO Score
About Leonhard Hofmann
from our crawl and measurement
" His short film DREI BÄUME SIND KEIN WALD was shown at numerous renowned film festivals and was shortlisted for the German Short Film Award." That is how Leonhard Hofmann of Berlin, BE introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.9 out of 10.
Our crawl found structured data on the page (LocalBusiness, WebSite), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
8
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.9/10, Leonhard Hofmann is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Leonhard Hofmann
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/leonhardhofmann
Cite this score: Engagemii (2026). "AEO Score for Leonhard Hofmann." Retrieved from https://engagemii.com/aeo/brands/leonhardhofmann
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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