AI Visibility Scorecard
mess.org · Technology
Somewhat visible. AI bots can read Sean Young's linux ramblings, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 8 times
Claude · Meta AI · Apple Intelligence · Perplexity
#194,441 of 2,705,580 in Technology for AI visibility
43
5
AEO Visibility
iBorderline · 5.2/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Sean Young's linux ramblings describes itself simply: "Sean Young's linux ramblings linux kernel rc-core sub maintainer Home Archives 2022-01-17 Creating a linux arm64 github actions runner github actions is great, but it does not offer any." Its AI visibility score is 5.2 out of 10: the engines can find it, but they do not have much to hold on to.
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 2 times in our tracking, including ClaudeBot (Anthropic).
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.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
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.
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 5.2/10, Sean Young's linux ramblings has a working base to build on - fixable, and the signals above are where to start.
How to deal with raw_codes?
If you have a lircd.conf remote with a raw_codes protocol, then things are a bit harder to solve unfortunately. The format lists all the keys and the associated IR, by listing the raw IR. The first value is a pulse, then space, pulse, etc. Essentially the protocol is not reverse engineered so you are not much better off than without the lird.conf.
Is this your brand?
The exact fixes for Sean Young's linux ramblings
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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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Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mess-org
Cite this score: Engagemii (2026). "AEO Score for Sean Young's linux ramblings." Retrieved from https://engagemii.com/aeo/brands/mess-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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