RRepoGEO

REPOGEO REPORT · LITE

chaterm/Chaterm

Default branch main · commit 88bb7b94 · scanned 5/29/2026, 11:41:28 AM

GitHub: 2,972 stars · 274 forks

AI VISIBILITY SCORE
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 warn · 0 fail
Objective metadata checks
AI knows your name
3 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface chaterm/Chaterm, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Reposition README's opening to clearly state its core purpose

    Why:

    COPY-PASTE FIX
    Add a clear, concise statement at the very top of the README, e.g., "Chaterm is an open-source AI terminal designed specifically for cloud and infrastructure management, enabling natural language deployment, troubleshooting, and automation."
  • hightopics#2
    Refine topics to include specific cloud/AI management terms

    Why:

    CURRENT
    aiagent, bastion, codex-cli, cursor, cyberark, devops, pam, putty, security, sre, ssh, terminal, vibe-coding, vibecoding, windsurf
    COPY-PASTE FIX
    aiagent, bastion, devops, security, sre, ssh, terminal, cloud-management, infrastructure-as-code, natural-language-processing, llm, generative-ai, ai-ops, cloud-automation
  • mediumlicense#3
    Clarify the project's license(s) in the README

    Why:

    COPY-PASTE FIX
    Add a section like: "## License 
 This project is licensed under [Specify License Name(s) here, e.g., a custom license, or a combination of X and Y]. Please refer to the `LICENSE` file for full details."

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface chaterm/Chaterm
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
OpenAI GPT-4
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. OpenAI GPT-4 · recommended 1×
  2. AWS CloudFormation · recommended 1×
  3. AWS CDK · recommended 1×
  4. Azure OpenAI Service · recommended 1×
  5. Google Cloud Vertex AI · recommended 1×
  • CATEGORY QUERY
    How can I manage cloud infrastructure and automate tasks using natural language commands?
    you: not recommended
    AI recommended (in order):
    1. OpenAI GPT-4
    2. AWS CloudFormation
    3. AWS CDK
    4. Azure OpenAI Service
    5. Google Cloud Vertex AI
    6. Rasa
    7. Dialogflow
    8. Microsoft Bot Framework
    9. Terraform

    AI recommended 9 alternatives but never named chaterm/Chaterm. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an AI-powered terminal to streamline DevOps and SRE operations with intelligent agents.
    you: not recommended
    AI recommended (in order):
    1. Fig AI
    2. Warp
    3. Shell Genie
    4. OpenAI API
    5. GitHub Copilot for CLI
    6. Tabnine

    AI recommended 6 alternatives but never named chaterm/Chaterm. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of chaterm/Chaterm?
    pass
    AI named chaterm/Chaterm explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts chaterm/Chaterm in production, what risks or prerequisites should they evaluate first?
    pass
    AI named chaterm/Chaterm explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo chaterm/Chaterm solve, and who is the primary audience?
    pass
    AI named chaterm/Chaterm explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

Embed your GEO score

Drop this badge into the README of chaterm/Chaterm. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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HTML
<a href="https://repogeo.com/en/r/chaterm/Chaterm"><img src="https://repogeo.com/badge/chaterm/Chaterm.svg" alt="RepoGEO" /></a>
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