RRepoGEO

REPOGEO REPORT · LITE

qiuzhi2046/Qclaw

Default branch main · commit c4947689 · scanned 5/10/2026, 5:52:23 AM

GitHub: 2,699 stars · 335 forks

AI VISIBILITY SCORE
35 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 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 qiuzhi2046/Qclaw, 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
    Add a clear, concise introductory sentence defining Qclaw's purpose.

    Why:

    COPY-PASTE FIX
    Qclaw 是一个桌面应用程序，旨在为 OpenClaw 提供一个用户友好的图形界面，让非技术用户无需命令行即可轻松管理和交互。
  • hightopics#2
    Add relevant topics to improve categorization.

    Why:

    COPY-PASTE FIX
    electron, react, desktop-app, gui, openclaw, no-code, low-code, user-friendly
  • mediumhomepage#3
    Add the official website as the repository homepage.

    Why:

    COPY-PASTE FIX
    https://qclawai.com/

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 qiuzhi2046/Qclaw
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
jupyterlab/jupyterlab
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. jupyterlab/jupyterlab · recommended 1×
  2. anaconda/anaconda-navigator · recommended 1×
  3. microsoft/vscode · recommended 1×
  4. KNIME Analytics Platform · recommended 1×
  5. biolab/orange3 · recommended 1×
  • CATEGORY QUERY
    How can I interact with advanced tools using a simple graphical interface, avoiding terminal commands?
    you: not recommended
    AI recommended (in order):
    1. JupyterLab / Jupyter Notebook (jupyterlab/jupyterlab)
    2. Anaconda Navigator (anaconda/anaconda-navigator)
    3. Visual Studio Code (microsoft/vscode)
    4. KNIME Analytics Platform
    5. Orange Data Mining (biolab/orange3)
    6. Docker Desktop
    7. RStudio Desktop (rstudio/rstudio)

    AI recommended 7 alternatives but never named qiuzhi2046/Qclaw. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Are there any desktop applications for non-technical users to manage complex server processes?
    you: not recommended
    AI recommended (in order):
    1. cPanel & WHM
    2. Plesk Obsidian
    3. DirectAdmin
    4. CyberPanel (usmannasir/cyberpanel)
    5. ISPConfig (ISPConfig/ISPConfig-3)
    6. CloudPanel (cloudpanel/cloudpanel)

    AI recommended 6 alternatives but never named qiuzhi2046/Qclaw. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    warn

    Suggestion:

  • 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 qiuzhi2046/Qclaw?
    pass
    AI named qiuzhi2046/Qclaw explicitly

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

  • If a team adopts qiuzhi2046/Qclaw in production, what risks or prerequisites should they evaluate first?
    pass
    AI named qiuzhi2046/Qclaw 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 qiuzhi2046/Qclaw solve, and who is the primary audience?
    pass
    AI named qiuzhi2046/Qclaw explicitly

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

Embed your GEO score

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MARKDOWN (README)
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qiuzhi2046/Qclaw — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite