AI Visibility Scorecard
guideXOS
guidexos.com · Technology
At 1.6/10, guideXOS is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 3 times
Claude · Meta AI
#2,356,609 of 2,706,211 in Technology for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 51% of Technology companies
2
AEO Visibility
iNear-invisible · 1.6/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About guideXOS
from our crawl and measurement
guideXOS is a business whose own site puts it this way: "guideXOS desktop OS projects, including the public guideXOS Server v0.1.0 amd64 release." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 1.6 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Weak
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
Good
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 1.6/10, guideXOS is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why guideXOS?
The original desktop branch still matters as a C#/AOT operating-system experiment with a visible UI and real apps. 🖥 Desktop OS Identity guideXOS remains the original desktop operating-system branch under the umbrella, centered on a recognizable GUI experience rather than a kernel-only technology demo.
Why guideXOS Server?
Built around portability, layered design, and evidence-driven systems engineering. ⚡ Strict Layered Architecture guideXOS Server keeps the bootloader focused on loading the kernel, keeps the kernel boot-aware, and pushes desktop behavior into higher layers instead of taking shortcuts across subsystems.
Is this your brand?
The exact fixes for guideXOS
Which AI engines already crawl you
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Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/guidexos
Cite this score: Engagemii (2026). "AEO Score for guideXOS." Retrieved from https://engagemii.com/aeo/brands/guidexos
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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