AI Visibility Scorecard
CRA Label
cralabel.com · Technology
Borderline visible. AI bots can crawl CRA Label, 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
#1,972,890 of 2,704,685 in Technology for AI visibility
4
AEO Visibility
iNear-invisible · 3.8/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About CRA Label
from our crawl and measurement
CRA Label EU Cyber Resilience Act compliance for small manufacturers is a business whose own site puts it this way: "The EU Cyber Resilience Act requires an SBOM, technical documentation, and 24-hour incident reporting for every software and connected product sold in the EU. CRA Label generates all three." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.8 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.
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
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 3.8/10, CRA Label is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Is this for you?
The honest scope — the regulation doesn't cover everyone, and we won't pretend it does. In scope: desktop and mobile software, dev tools, firmware, IoT and connected hardware, embedded systems — any "product with digital elements" sold into the EU, from any country. Out of scope: pure SaaS with no shipped product component (that's NIS2 territory), and non-monetized open source.
Is this your brand?
The exact fixes for CRA Label
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 23, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cralabel
Cite this score: Engagemii (2026). "AEO Score for CRA Label." Retrieved from https://engagemii.com/aeo/brands/cralabel
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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