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AI Visibility Scorecard
Uli Kozok
ulikozok.com · Education
Somewhat visible. AI bots can read Uli Kozok, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Apple Intelligence · Claude · Meta AI
#183,877 of 886,987 in Education for AI visibility
5.6
/10
AEO Score
About Uli Kozok
from our crawl and measurement
Uli Kozok is a business whose own site puts it this way: "A Batak Pustaha looted from the last Singamangaraja." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.6 out of 10, readable in places, missing in others.
Our crawl found a sitemap, a readable heading structure. It also found the gaps that keep answer engines guessing: structured data describing the business, an llms.txt file.
AI crawlers have visited the site 3 times in our tracking, so the engines are already looking.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
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
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
4
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 5.6/10, Uli Kozok has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Uli Kozok
Which AI engines already crawl you
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ulikozok
Cite this score: Engagemii (2026). "AEO Score for Uli Kozok." Retrieved from https://engagemii.com/aeo/brands/ulikozok
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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