AI Visibility Scorecard
CommonKADS
commonkads.org · Technology
Borderline visible. AI bots can crawl CommonKADS, 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.
AI engines read this profile 7 times
Claude · Meta AI · ShapBot
#860,028 of 2,705,505 in Technology for AI visibility
<1
4
AEO Visibility
iBorderline · 4.2/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About CommonKADS
from our crawl and measurement
CommonKADS describes itself simply: "What is CommonKADS? Knowledge has come to be recognized and handled as a valuable entity in itself." When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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 4.2/10, CommonKADS is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What is CommonKADS?
Knowledge has come to be recognized and handled as a valuable entity in itself. Surveys consistently show that top executives consider knowledge to be the single most important factor in organizational success. In this knowledge-driven society, knowledge systems have their place as an important mainstream technology.
What is so different about CommonKADS?
Unlike other knowledge engineering approaches, CommonKADS provides a clear link to modern object-oriented development and uses notations compatible with UML. The CommonKADS product has been developed over some 15 years and is now being used in wide variety of application projects and is the in-house standard of a growing number of companies.
Is this your brand?
The exact fixes for CommonKADS
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for CommonKADS.
Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/commonkads-org
Cite this score: Engagemii (2026). "AEO Score for CommonKADS." Retrieved from https://engagemii.com/aeo/brands/commonkads-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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