AI Visibility Scorecard
cocdesk.com · Technology
Borderline visible. AI bots can crawl COCDESK, 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 2 times
Claude · Meta AI
#2,265,831 of 2,705,505 in Technology for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
65
Muse Index Score
iAI agent readiness
Transactable · 65/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
"Platforma do zarządzania elektronicznymi świadectwami zgodności (eCoC) i homologacją pojazdów." That is how COCDESK of Warszawa introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
Our crawl found structured data on the page (Organization, WebSite, SoftwareApplication), a sitemap and a readable heading structure. It is missing an llms.txt file.
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
Good
Sitemaps and entity links AI can follow.
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.
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 3.5/10, COCDESK is crawlable but under-signaled - fixable, and the signals above are where to start.
Why body builders choose COCDesk?
A solution built specifically for the needs of vehicle body buildersCapabilityManual eCoC submissionTime to fileMinutes for a whole batch: generate, validate, sign and submit in one pass.30 to 45 minutes per certificate, one vehicle at a time.IVI XML preparationValid IVI 2.0 XML generated automatically with the correct EU Member State approval authority codes.Hand-configure the XML, or run a EUCARIS conversion tool,.
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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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Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cocdesk
Cite this score: Engagemii (2026). "AEO Score for COCDESK." Retrieved from https://engagemii.com/aeo/brands/cocdesk
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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