AI Visibility Scorecard
bashbros.ai · Technology
Somewhat visible. AI bots can read Ghost Peony LLC, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Apple Intelligence · ChatGPT · Claude
#464,255 of 2,705,024 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.4/10
80
Muse Index Score
iAI agent readiness
Transactable · 80/100
12
AI Adoption
iBasic · 12/100
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." Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (SoftwareApplication, FAQPage), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 3 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).
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
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 5.4/10, Ghost Peony LLC has a working base to build on - 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.
Is this your brand?
The exact fixes for Ghost Peony LLC
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Ghost Peony LLC.
Scored by Engagemii on July 31, 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.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform