AI Visibility Scorecard
Coderilla
coderilla.de · Technology
Somewhat visible. AI bots can read Coderilla, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#269,510 of 2,707,329 in Technology for AI visibility
6
AEO Visibility
iBorderline · 5.7/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About Coderilla
from our crawl and measurement
Coderilla is a Würzburg, Bayern business whose own site puts it this way: "Individuelle Softwareentwicklung aus Würzburg. Sprint-basiert, Festpreise, planbar." Its AI visibility score is 5.7 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Organization, LocalBusiness), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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 5.7/10, Coderilla has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Does this sound like you?
💡You have an ideaYou know what you want, but not how to build it. I help you turn an idea into working software.🛠️You have a prototypeQuickly assembled, and now it needs to be production-ready. I take it to the next level without starting from scratch.🤖You want to automateManual processes cost time and money. I analyze what can be automated and implement it concretely.🚀You want to launchWebsite, app, SaaS.
Is this your brand?
The exact fixes for Coderilla
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 September 14, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/coderilla-de
Cite this score: Engagemii (2026). "AEO Score for Coderilla." Retrieved from https://engagemii.com/aeo/brands/coderilla-de
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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