AI Visibility Scorecard
bashbros.ai · Technology
At 2.04/10, Ghost Peony LLC is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are E-E-A-T Signals, Backlinks and Domain Authority. That is fixable, and the signals below show where to start.
AI engines read this profile 8 times
Claude · Apple Intelligence · ChatGPT
15
AI Naming Predictability
iRarely named · 15/100
Technology average 28
Top 64% of Technology
See what's behind this score →2.04
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →70
Muse Index Score
iAI agent readiness
Transactable · 70/100
Technology average 17
See what's behind this score →12
from our crawl and measurement
Ghost Peony LLC describes itself simply: "Security middleware and AI sidekick for Bash Agents. 9 security modules, command filtering, path sandboxing, secrets guard, audit logging, rate limiting, risk scoring, Ollama AI integration." When AI engines look at it, they find little to work with. It scores 2.04 out of 10.
Our crawl found structured data on the page (SoftwareApplication, FAQPage), an llms.txt file for AI models and a sitemap.
AI crawlers have read this profile 8 times in our tracking, including ClaudeBot (Anthropic), Applebot (Siri) and GPTBot (ChatGPT).
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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
Strong
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
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 2.04/10, Ghost Peony LLC is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
What is BashBros?
BashBros is security middleware and an AI sidekick for Bash agents. It gives you visibility, controls, and protection for any Bash-based AI agent, plus a local AI assistant powered by Ollama that knows your system.
How does BashBros protect my system?
BashBros includes 9 security modules: command filtering to allow or block commands by pattern, path sandboxing to restrict filesystem access, secrets guard to block access to .env files and credentials, audit logging for full command history, rate limiting to prevent runaway agents, risk scoring from 1-10, loop detection, anomaly detection, and output scanning to redact leaked secrets.
What is the AI sidekick in BashBros?
The AI sidekick (called Bash Bro) uses local Ollama models to provide smart suggestions, explain commands in plain English, generate scripts from descriptions, analyze command safety, and route simple tasks to local models instead of expensive cloud APIs. It learns your system via the bashbros scan command.
How do I install BashBros?
Install BashBros globally with npm: npm install -g bashbros. Then run bashbros init to configure security settings, bashbros scan to learn your system, and bashbros watch to start protection. The entire setup takes about 60 seconds.
What security modules does BashBros include?
BashBros includes 9 security modules: Command Filter, Path Sandbox, Secrets Guard, Audit Log, Rate Limiter, Risk Scorer, Loop Detector, Anomaly Detector, and Output Scanner. It also includes an Undo Stack for rolling back file changes.
Is BashBros free?
Yes, BashBros is free and open source under the MIT License. It is available on npm and GitHub.
Does BashBros work with Claude Code?
Yes, BashBros has dedicated Claude Code integration through hooks. Run bashbros hook install to set up hooks that gate and record every Bash command Claude Code executes. It also works with other agents like Aider, Moltbot, OpenCode, and any Bash-based agent.
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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Scored by Engagemii on November 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/bashbros-ai
Cite this score: Engagemii (2026). "AEO Score for Ghost Peony LLC." Retrieved from https://engagemii.com/aeo/brands/bashbros-ai
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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