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AI Visibility Scorecard
The GNU Operating System and the Free Software Movement
www.gnu.org · Nonprofits
Somewhat visible. AI bots can read The GNU Operating System and the Free Software Movement, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
ChatGPT
#3,489 of 750,773 in Nonprofits for AI visibility
6.8
/10
AEO Score
About The GNU Operating System and the Free Software Movement
from our crawl and measurement
The GNU Operating System and the Free Software Movement describes itself simply: "Since 1983, developing the free Unix style operating system GNU, so that computer users can have the freedom to share and improve the software they use." Its AI visibility score is 6.8 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited 2 times in our tracking, including GPTBot (ChatGPT).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
2
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
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
7
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, The GNU Operating System and the Free Software Movement has a working base to build on - fixable, and the signals above are where to start.
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Source & Attribution
Scored by Engagemii on August 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/www-gnu-org
Cite this score: Engagemii (2026). "AEO Score for The GNU Operating System and the Free Software Movement." Retrieved from https://engagemii.com/aeo/brands/www-gnu-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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