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AI Visibility Scorecard
Christian Koch — Senior Fullstack Web
code-k.info · Technology
Somewhat visible. AI bots can read Christian Koch — Senior Fullstack Web, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#788,453 of 2,812,091 in Technology for AI visibility
5.2
/10
AEO Score
About Christian Koch — Senior Fullstack Web
from our crawl and measurement
"Senior fullstack web developer based in Berlin with 18+ years of professional experience building websites, web apps and CRM systems for international brands." That is how Christian Koch Senior Fullstack Web of Berlin introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clear heading structure, visible credibility markers, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on some structured data and a partly stated business identity.
Off the page, almost no other sites link to it, the domain does not yet read as established, 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.
It does link out to several social profiles, which helps engines tie the brand together.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
9
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
10
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 5.2/10, Christian Koch — Senior Fullstack Web has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Christian Koch — Senior Fullstack Web
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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/code-k-info
Cite this score: Engagemii (2026). "AEO Score for Christian Koch — Senior Fullstack Web." Retrieved from https://engagemii.com/aeo/brands/code-k-info
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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