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AI Visibility Scorecard
Ubuntu
certification.ubuntu.com · Technology
Somewhat visible. AI bots can read Ubuntu, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#46,942 of 2,832,205 in Technology for AI visibility
6.8
/10
AEO Score
About Ubuntu
from our crawl and measurement
Ubuntu describes itself simply: "Ubuntu Certified Hardware has passed our extensive testing and review process, ensuring that Ubuntu runs optimally out of the box, ready for your organisation. Canonical...." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.8 out of 10, readable in places, missing in others.
Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
10
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
6
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
7
Press and news coverage.
Community
9
Forum and community discussion.
0
No Reddit mentions 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 6.8/10, Ubuntu has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Ubuntu
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/certification-ubuntu
Cite this score: Engagemii (2026). "AEO Score for Ubuntu." Retrieved from https://engagemii.com/aeo/brands/certification-ubuntu
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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