AI Visibility Scorecard
Luděk Kvapil - Freelance Drupal Developer & AI Solutions
drupalcoe.org · Technology
At 2.36/10, Luděk Kvapil - Freelance Drupal Developer & AI Solutions is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Backlinks, Domain Authority and News & Press. That is fixable, and the signals below show where to start.
AI engines read this profile 2 times
Claude
Top 25% in Technology for AI visibility
19
AI Naming Predictability
iRarely named · 19/100
Technology average 28
Top 49% of Technology
See what's behind this score →2.36
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
Technology average 17
See what's behind this score →8
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 Luděk Kvapil - Freelance Drupal Developer & AI Solutions introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.36 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.
AI crawlers have read this profile 2 times in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Luděk Kvapil - Freelance Drupal Developer & AI Solutions
- Website ·
- drupalcoe.org
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page 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.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 2.36/10, Luděk Kvapil - Freelance Drupal Developer & AI Solutions is near-invisible to AI engines today. That is 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.
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Luděk Kvapil - Freelance Drupal Developer & AI Solutions.
Source & Attribution
Scored by Engagemii on November 9, 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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