RRepoGEO

REPOGEO REPORT · LITE

zhukunpenglinyutong/desktop-cc-gui

Default branch main · commit fd66a4db · scanned 5/11/2026, 8:07:44 PM

GitHub: 2,389 stars · 213 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 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 README H1 and opening to clarify core purpose

    Why:

    CURRENT
    # Desktop CC GUI

ccgui is built for professional developers as an alternative to Cursor...
    COPY-PASTE FIX
    # Desktop CC GUI: Open-Source AI Coding Assistant & VibeCoding Editor

Desktop CC GUI is a next-generation VibeCoding editor and AI coding assistant built for professional developers as an alternative to Cursor. Focused on developer experience, our ultimate goal is to build a 100% open-source and transparent platform (powered by Claude Code, Codex, and more).
  • hightopics#2
    Add relevant GitHub topics

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    ai-coding-assistant, code-editor, llm, generative-ai, developer-tools, vibe-coding, claude, codex, open-source
  • mediumabout#3
    Refine the repository's About description

    Why:

    CURRENT
    CC GUI 客户端（专为开发者打造的VibeCoding平台）
    COPY-PASTE FIX
    An open-source AI coding assistant and VibeCoding editor for professional developers, integrating multiple LLMs like Claude Code and Codex.

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
Continue
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Continue · recommended 2×
  2. Cursor · recommended 2×
  3. OpenDevin · recommended 1×
  4. SMOL-AI · recommended 1×
  5. aider · recommended 1×
  • CATEGORY QUERY
    What open-source coding assistant integrates multiple large language models for development?
    you: not recommended
    AI recommended (in order):
    1. Continue
    2. Cursor
    3. OpenDevin
    4. SMOL-AI
    5. aider

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

    Show full AI answer
  • CATEGORY QUERY
    Looking for a customizable AI-powered code editor with diverse model integration options.
    you: not recommended
    AI recommended (in order):
    1. Cursor
    2. Visual Studio Code
    3. GitHub Copilot
    4. Codeium
    5. Tabnine
    6. Continue
    7. JetBrains IDEs
    8. IntelliJ IDEA
    9. PyCharm
    10. WebStorm
    11. AI Assistant
    12. Neovim
    13. nvim-cmp
    14. cmp-copilot
    15. cmp-tabnine
    16. nvim-gpt
    17. Copilot.vim
    18. llm.nvim
    19. Sublime Text
    20. Sublime Text Copilot
    21. SublimeGPT

    AI recommended 21 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 named zhukunpenglinyutong/desktop-cc-gui explicitly

    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 named zhukunpenglinyutong/desktop-cc-gui 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 zhukunpenglinyutong/desktop-cc-gui solve, and who is the primary audience?
    pass
    AI named zhukunpenglinyutong/desktop-cc-gui 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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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