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.
AI engines read this profile 1 times
Claude
#47,779 of 2,707,166 in Technology for AI visibility
7
AEO Visibility
iVisible · 6.5/10
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
0
AI Adoption
iNone detected · 0/100
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
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Good
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Good
Press and news coverage.
Community
Strong
Forum and community discussion.
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 6.5/10, 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
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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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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