AI visibility score
3.4/ 10Weak

▼ 0.6 since Jul 2026

#2,160,529 of 2,707,166 in Technology

As of 2026-08-02 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

CE Linux Forum web site

CE Linux Forum web site

Unclaimed

celinuxforum.com · Technology

Borderline visible. AI bots can crawl CE Linux Forum web site, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.

AI engines read this profile 9 times

Apple Intelligence · Claude · Meta AI

#2,160,529 of 2,707,166 in Technology for AI visibility

3

AEO Visibility

i

Near-invisible · 3.4/10

0

Muse Index Score

i

AI agent readiness

Not agent-ready · 0/100

0

AI Adoption

i

None detected · 0/100

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About CE Linux Forum web site

from our crawl and measurement

"CE Linux Forum Contact FAQ HOME Welcome to CE Linux Forum CE Linux Forum was an international open source software development community established in 2003." That is how CE Linux Forum web site of Beaverton, OR introduces itself. When AI engines look at it, they find little to work with. It scores 3.4 out of 10.

On its own pages the site does well on a clearly stated business identity. It is passable on a workable page structure. What holds it back is credibility markers like credentials or reviews, the technical files AI engines look for, such as llms.txt or an open robots.txt, structured data describing the business and sitemaps and entity links AI can follow.

Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Technology
Last scored · Aug 2, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Good

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

Weak

Experience, Expertise, Authority, Trust markers.

Technical AEO

Fair

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

AI Discoverability

Weak

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

Weak

Little domain authority yet.

Reference Presence

Weak

Not in AI knowledge graphs yet.

News & Press

Weak

No press coverage found yet.

Community

Weak

No community discussion yet.

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 3.4/10, CE Linux Forum web site is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for CE Linux Forum web site: 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 August 2, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/celinuxforum

Cite this score: Engagemii (2026). "AEO Score for CE Linux Forum web site." Retrieved from https://engagemii.com/aeo/brands/celinuxforum

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

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