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AI Visibility Scorecard

Linux.org

Name: Linux.org - AI Visibility Score
Creator: Engagemii
Published: 2026-07-31T08:13:50.146Z
License: https://creativecommons.org/licenses/by/4.0/

Unclaimed

www.linux.org · Nonprofits

Somewhat visible. AI bots can read Linux.org, but it is missing the structured signals that push citation rate above competitors.

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Monitoring for AI engine activity

In the Engagemii AEO index

#115,072 of 761,294 in Nonprofits for AI visibility

5.7

/10

AEO Score

About Linux.org

from www.linux.org

Latest activity Linux Tutorials Beginner Tutorials Intermediate Tutorials Advanced Tutorials Members Current visitors New profile posts Search profile posts Download Linux Linux News Credits Transactions Credits: 0 Log in Register What's new Search Search Search titles only By: Search Advanced search… Latest activity Register Menu Log in Register Home You are using an out of date browser.

Industry · Nonprofits

Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Clear headings and answer-style content.

Entity Clarity

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Experience, Expertise, Authority, Trust markers.

Technical AEO

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Inbound links from other sites.

Domain Authority

Established authority for your domain.

Reference Presence

Not in AI knowledge graphs yet.

News & Press

Press and news coverage.

Community

Forum and community discussion.

Social Mentions

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 5.7/10, Linux.org has a working base to build on - fixable, and the signals above are where to start.

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Weekly ChatGPT & Claude citation tracking

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From the blog

Which AI is actually reading your website?→Why your brand doesn't show up in ChatGPT answers→The complete AEO checklist for small business→What is AEO? The beginner's guide→See all posts→

Picked for Linux.org: How-To

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 July 31, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/www-linux-org

Cite this score: Engagemii (2026). "AEO Score for Linux.org." Retrieved from https://engagemii.com/aeo/brands/www-linux-org

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.