AI Visibility Scorecard
Luděk Kvapil - Freelance Drupal Developer & AI Solutions
drupalcoe.org · Technology
Borderline visible. AI bots can crawl Luděk Kvapil - Freelance Drupal Developer & AI Solutions, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,221,761 of 2,705,019 in Technology for AI visibility
5
AEO Visibility
iBorderline · 4.8/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
8
AI Adoption
iBasic · 8/100
About Luděk Kvapil - Freelance Drupal Developer & AI Solutions
from our crawl and measurement
"Freelance Drupal developer, cybersecurity enthusiast, and AI/RAG solution developer based in Prague, Czechia." That is how Drupal & Hugo Development of Prague introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.8 out of 10.
Our crawl found structured data on the page (Person, Organization, ProfessionalService) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
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
Good
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 4.8/10, Luděk Kvapil - Freelance Drupal Developer & AI Solutions is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
When to Choose Drupal?
Drupal is the right choice when you need:Complex content structures with thousands of pages, taxonomies, and editorial workflows.Extensive roles and permissions for different teams, editors, and administrators.Dynamic features – search, filters, user accounts, e-commerce, APIs.Knowledge management and RAG knowledge bases as a foundation for AI search and chatbots.Headless or hybrid architecture for mobile apps or.
When to Choose Hugo?
Hugo is the right choice when you need:A fast, lightweight presentation or landing page with minimal maintenance.Markdown content management and version control in Git.Excellent performance without complex infrastructure – static files straight from a CDN.Simple operations with no database, PHP runtime, or regular security updates.AI-friendly content that is easy to process for RAG, documentation, or automation.
Is this your brand?
The exact fixes for Luděk Kvapil - Freelance Drupal Developer & AI Solutions
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 26, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/drupalcoe-org
Cite this score: Engagemii (2026). "AEO Score for Luděk Kvapil - Freelance Drupal Developer & AI Solutions." Retrieved from https://engagemii.com/aeo/brands/drupalcoe-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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