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AI Visibility Scorecard
ubuntu.com · Technology
Well-positioned for AI search. The breakdown below shows where Ubuntu is still leaving points on the table.
AI engines read this profile 10 times
ChatGPT · Claude · Amazon Alexa · ChatGPT Search
#3 of 2,654,624 in Technology for AI visibility
8.2
/10
AEO Score
from our crawl and measurement
Ubuntu describes itself simply: "Ubuntu is the modern, open source operating system on Linux for the enterprise server, desktop, cloud, and IoT." Measured against the twelve signals AI engines rely on, it scores 8.2 out of 10, a strong showing.
Our crawl found structured data on the page (Organization), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 8 times in our tracking, including OAI-SearchBot (OpenAI), ClaudeBot (Anthropic) and GPTBot (ChatGPT).
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
6
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
7
Press and news coverage.
Community
9
Forum and community discussion.
Social Mentions
8
Social discussion and mentions.
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 8.2/10, Ubuntu has a working base to build on - fixable, and the signals above are where to start.
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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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Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ubuntu
Cite this score: Engagemii (2026). "AEO Score for Ubuntu." Retrieved from https://engagemii.com/aeo/brands/ubuntu
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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