RRepoGEO

REPOGEO REPORT · LITE

zhukunpenglinyutong/desktop-cc-gui

Default branch main · commit b933aaef · scanned 6/22/2026, 1:51:59 AM

GitHub: 3,226 stars · 272 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
15 /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
0 / 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 zhukunpenglinyutong/desktop-cc-gui, 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 the README's opening to emphasize multi-engine management

    Why:

    CURRENT
    ccgui is an open-source desktop client for AI coding. In plain words: it takes command-line AI coding tools like Claude Code, Codex CLI, and OpenCode, and wraps them in a friendly graphical interface.
    COPY-PASTE FIX
    ccgui is the **open-source desktop client for managing multiple AI coding engines**. It takes command-line AI coding tools like Claude Code, Codex CLI, and OpenCode, and wraps them in a friendly graphical interface, allowing you to switch or mix engines within the same project.
  • hightopics#2
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    ai-coding, desktop-client, gui, tauri, react, typescript, rust, code-generation, developer-tools, multi-engine
  • mediumabout#3
    Update the repository's 'About' description to be more specific and in English

    Why:

    CURRENT
    CC GUI 客户端（专为开发者打造的VibeCoding平台）
    COPY-PASTE FIX
    An open-source desktop GUI client for managing and interacting with multiple AI coding engines (like Claude Code, Codex CLI, OpenCode) across macOS, Windows, and Linux.

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 zhukunpenglinyutong/desktop-cc-gui
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
microsoft/vscode
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. microsoft/vscode · recommended 2×
  2. jupyter/jupyterlab · recommended 1×
  3. PyCharm (Professional Edition) · recommended 1×
  4. spyder-ide/spyder · recommended 1×
  5. DataSpell · recommended 1×
  • CATEGORY QUERY
    Need a desktop GUI for AI coding tools, avoiding command line interfaces.
    you: not recommended
    AI recommended (in order):
    1. JupyterLab (jupyter/jupyterlab)
    2. PyCharm (Professional Edition)
    3. VS Code (microsoft/vscode)
    4. Spyder (spyder-ide/spyder)
    5. DataSpell

    AI recommended 5 alternatives but never named zhukunpenglinyutong/desktop-cc-gui. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a cross-platform desktop client to manage various AI code generation services.
    you: not recommended
    AI recommended (in order):
    1. Cursor
    2. Visual Studio Code (microsoft/vscode)
    3. GitHub Copilot
    4. Codeium
    5. Tabnine (tabnine/tabnine-vscode)
    6. JetBrains IDEs
    7. IntelliJ IDEA
    8. PyCharm
    9. Continue (Continue-team/continue)
    10. CodeGPT (carlrobertoh/CodeGPT)

    AI recommended 10 alternatives but never named zhukunpenglinyutong/desktop-cc-gui. 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 zhukunpenglinyutong/desktop-cc-gui?
    pass
    AI did not name zhukunpenglinyutong/desktop-cc-gui — likely talking about a different project

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

  • If a team adopts zhukunpenglinyutong/desktop-cc-gui in production, what risks or prerequisites should they evaluate first?
    pass
    AI did not name zhukunpenglinyutong/desktop-cc-gui — likely talking about a different project

    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 zhukunpenglinyutong/desktop-cc-gui solve, and who is the primary audience?
    pass
    AI did not name zhukunpenglinyutong/desktop-cc-gui — likely talking about a different project

    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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zhukunpenglinyutong/desktop-cc-gui — 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