RRepoGEO

REPOGEO REPORT · LITE

Zao-chen/ZcChat

Default branch main · commit fce55035 · scanned 6/3/2026, 10:37:32 AM

GitHub: 543 stars · 24 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 Zao-chen/ZcChat, 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
  • hightopics#1
    Add specific topics to improve categorization

    Why:

    COPY-PASTE FIX
    ai-desktop-pet, galgame, ai-character, virtual-assistant, desktop-assistant, llm, voice-control, character-ai
  • highreadme#2
    Reposition README opening to clarify purpose and status

    Why:

    CURRENT
    > [!IMPORTANT]
    > 本项目已进行重制,请前往新仓库:  
    > This project has been remade. Please go to the new repository:  
    > https://github.com/Zao-chen/ZcChat2
    
    # ZcChat
    
    🌟 **一个有长期记忆、表情动作立绘显示、操控电脑和语音功能,更适合Galgame角色的AI桌宠** 🌟
    COPY-PASTE FIX
    ZcChat is an AI desktop pet that mimics Galgame effects, featuring long-term memory, animated character visuals, and voice control. This is the original project; for the remade version, please see Zao-chen/ZcChat2.
    
    > [!IMPORTANT]
    > 本项目已进行重制,请前往新仓库:  
    > This project has been remade. Please go to the new repository:  
    > https://github.com/Zao-chen/ZcChat2
    
    # ZcChat
    
    🌟 **一个有长期记忆、表情动作立绘显示、操控电脑和语音功能,更适合Galgame角色的AI桌宠** 🌟
  • mediumhomepage#3
    Add a homepage URL

    Why:

    COPY-PASTE FIX
    https://github.com/Zao-chen/ZcChat2

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 Zao-chen/ZcChat
Avg rank
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Unity
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Unity · recommended 2×
  2. Unreal Engine · recommended 2×
  3. MetaHuman Creator · recommended 1×
  4. Electron · recommended 1×
  5. PixiJS · recommended 1×
  • CATEGORY QUERY
    How to implement an interactive AI desktop assistant with animated character visuals and voice control?
    you: not recommended
    AI recommended (in order):
    1. Unity
    2. Unreal Engine
    3. MetaHuman Creator
    4. Electron
    5. PixiJS
    6. Three.js
    7. Google Cloud Speech-to-Text API
    8. Mozilla DeepSpeech
    9. AssemblyAI
    10. Windows Speech Recognition API
    11. Rasa
    12. Dialogflow
    13. OpenAI GPT-3/GPT-4 API
    14. Hugging Face Transformers
    15. Google Cloud Text-to-Speech API
    16. Amazon Polly
    17. Microsoft Azure Text-to-Speech
    18. ElevenLabs
    19. .NET
    20. Flask
    21. FastAPI

    AI recommended 21 alternatives but never named Zao-chen/ZcChat. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What frameworks enable creating AI characters with long-term memory and expressive sprite animations?
    you: not recommended
    AI recommended (in order):
    1. Unity
    2. Bolt
    3. Playmaker
    4. Inworld AI
    5. Character AI
    6. Behavior Designer
    7. Unreal Engine
    8. MetaHumans Animator
    9. Control Rig
    10. Godot Engine
    11. Ren'Py
    12. Phaser

    AI recommended 12 alternatives but never named Zao-chen/ZcChat. 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 Zao-chen/ZcChat?
    pass
    AI named Zao-chen/ZcChat explicitly

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

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

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

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  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite
Zao-chen/ZcChat — RepoGEO report