RRepoGEO

REPOGEO REPORT · LITE

KiWi233333/JiwuChat

Default branch main · commit 63458b9c · scanned 6/5/2026, 9:41:57 PM

GitHub: 718 stars · 132 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 KiWi233333/JiwuChat, 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 project description to the top of the README

    Why:

    CURRENT
    The README excerpt shows badges, "JiwuChat: 极物聊天", and then "介绍 JiwuChat 是一款基于 Ta".
    COPY-PASTE FIX
    Place the project's description prominently at the top of the README, immediately after any title or badges: "JiwuChat 🍂 - A lightweight cross-platform instant messaging app with integrated AI assistants (DeepSeek/Gemini/Kimi). Features real-time messaging, audio/video calls, multi-device sync, and customizable themes. Built with Vue3 & Tauri2 🍒"
  • mediumtopics#2
    Add 'application' to the repository topics

    Why:

    CURRENT
    ai, android-app, chat-application, desktop-app, instant-messaging, linux-app, macos-app, mcp, multi-platform, nuxt3, real-time-messaging, tauri2, vite, vue
    COPY-PASTE FIX
    ai, android-app, chat-application, desktop-app, instant-messaging, linux-app, macos-app, mcp, multi-platform, nuxt3, real-time-messaging, tauri2, vite, vue, application
  • lowcomparison#3
    Add a 'Comparison with Alternatives' section to the README

    Why:

    COPY-PASTE FIX
    Add a section titled "Comparison with Alternatives" or "Why JiwuChat?" that outlines how JiwuChat stands out from common instant messaging apps, particularly emphasizing its open-source nature, integrated AI assistants, and cross-platform support.

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 KiWi233333/JiwuChat
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Slack
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Slack · recommended 1×
  2. Microsoft Teams · recommended 1×
  3. Discord · recommended 1×
  4. Telegram · recommended 1×
  5. Element · recommended 1×
  • CATEGORY QUERY
    Need an instant messaging app with AI assistant integration for desktop and mobile platforms.
    you: not recommended
    AI recommended (in order):
    1. Slack
    2. Microsoft Teams
    3. Discord
    4. Telegram
    5. Element

    AI recommended 5 alternatives but never named KiWi233333/JiwuChat. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How to develop cross-platform real-time communication applications with audio/video calls using web tech?
    you: not recommended
    AI recommended (in order):
    1. WebRTC
    2. React Native
    3. react-native-webrtc (react-native-webrtc/react-native-webrtc)
    4. Electron
    5. Ionic Framework
    6. Capacitor
    7. Cordova
    8. Flutter
    9. flutter_webrtc (flutter-webrtc/flutter-webrtc)
    10. Next.js
    11. Nuxt.js
    12. SvelteKit
    13. Node.js
    14. Express
    15. Python
    16. Flask
    17. Google's public STUN servers
    18. Jitsi Video Bridge
    19. Kurento
    20. Janus
    21. Twilio Programmable Video
    22. Agora.io

    AI recommended 22 alternatives but never named KiWi233333/JiwuChat. 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 KiWi233333/JiwuChat?
    pass
    AI named KiWi233333/JiwuChat explicitly

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

  • If a team adopts KiWi233333/JiwuChat in production, what risks or prerequisites should they evaluate first?
    pass
    AI named KiWi233333/JiwuChat 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 KiWi233333/JiwuChat solve, and who is the primary audience?
    pass
    AI named KiWi233333/JiwuChat 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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KiWi233333/JiwuChat — 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