AI Visibility Scorecard
Yosh — The LLM
yoshell.ai · Technology
Borderline visible. AI bots can crawl Yosh — The LLM, 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 8 times
Claude · Meta AI · Apple Intelligence · ShapBot
#859,876 of 2,705,593 in Technology for AI visibility
2
4
AEO Visibility
iBorderline · 4.2/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
4
AI Adoption
iBasic · 4/100
About Yosh — The LLM
from our crawl and measurement
"Yosh is an LLM-enabled shell built on Bash. Type yo followed by what you want, and your shell does the rest." That is how Yosh The LLM introduces itself. When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
The site 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
Fair
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
Fair
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 4.2/10, Yosh — The LLM is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Yosh — The LLM
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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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/yoshell-ai
Cite this score: Engagemii (2026). "AEO Score for Yosh — The LLM." Retrieved from https://engagemii.com/aeo/brands/yoshell-ai
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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