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AI Visibility Scorecard

libosinfo: The Operating System information database

libosinfo: The Operating System information database

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libosinfo.org · Technology

Somewhat visible. AI bots can read libosinfo: The Operating System information database, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 2 times

Claude

#184,300 of 2,638,375 in Technology for AI visibility

6.1

/10

AEO Score

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About libosinfo: The Operating System information database

from our crawl and measurement

libosinfo: The Operating System information database is a business whose own site puts it this way: "Auto-generated bindings for Vala are also provided The library and database are licensed under the terms of the GNU LGPL version 2 or later." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.1 out of 10, readable in places and missing in others.

On the page 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, sitemaps and entity links AI can follow, structured data describing the business and a clearly stated business identity.

Away from its own site, other sites link to it and it comes up on Reddit. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on and nobody is discussing it where AI engines look. Those are earned elsewhere on the web, not fixed on the site itself.

AI crawlers have visited 2 times 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 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

6

Clear headings and answer-style content.

Entity Clarity

2

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

4

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

AI Discoverability

3

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

10

Inbound links from other sites.

Domain Authority

3

Established authority for your domain.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

Social Mentions

6

Social discussion and mentions.

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 6.1/10, libosinfo: The Operating System information database has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for libosinfo: The Operating System information database

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Weekly ChatGPT & Claude citation tracking

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Picked for libosinfo: The Operating System information database: AEO & AI Search

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/libosinfo-org

Cite this score: Engagemii (2026). "AEO Score for libosinfo: The Operating System information database." Retrieved from https://engagemii.com/aeo/brands/libosinfo-org

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

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