RRepoGEO

REPOGEO REPORT · LITE

MewCo-AI/ai_virtual_mate_comm

Default branch main · commit 459d00bf · scanned 6/11/2026, 7:37:35 PM

GitHub: 733 stars · 115 forks

AI VISIBILITY SCORE
22 /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
1 / 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 MewCo-AI/ai_virtual_mate_comm, 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Add a concise English summary to the top of the README

    Why:

    CURRENT
    # 枫云AI虚拟伙伴社区版

  

**枫云AI虚拟伙伴社区版**是一个由**MewCo-AI**开源的高自由度的网页二次元AI数字人框架...
    COPY-PASTE FIX
    # 枫云AI虚拟伙伴社区版

**MewCo-AI/ai_virtual_mate_comm is an open-source, highly customizable framework for building AI digital human companions and virtual partners.** It supports web and desktop interaction, multimodal capabilities (voice, image), Live2D/MMD/VRM 3D characters, and integration with various LLMs.

枫云AI虚拟伙伴社区版是一个由MewCo-AI开源的高自由度的网页二次元AI数字人框架，现已升级至4.0版本。支持声纹识别语音交互、文本对话、语音合成、图像识别、桌宠模式、Live2D/MMD/VRM 3D角色展示、多智能体助手等功能。用户可以通过Web界面或桌宠与虚拟伙伴进行互动，虚拟伙伴能够根据用户的输入进行智能回复，并支持多种语言模型和语音合成引擎。
  • mediumabout#2
    Update the repository description with an English translation

    Why:

    CURRENT
    AI虚拟伙伴社区版
    COPY-PASTE FIX
    Open-source framework for highly customizable AI virtual companions and digital humans (web/desktop).

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 MewCo-AI/ai_virtual_mate_comm
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Rasa
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Rasa · recommended 1×
  2. DeepMotion · recommended 1×
  3. Open Assistant · recommended 1×
  4. OpenAI API · recommended 1×
  5. PyQt · recommended 1×
  • CATEGORY QUERY
    Seeking an open-source framework for creating interactive AI digital human companions.
    you: not recommended
    AI recommended (in order):
    1. Rasa
    2. DeepMotion
    3. Open Assistant

    AI recommended 3 alternatives but never named MewCo-AI/ai_virtual_mate_comm. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What framework allows building a customizable AI desktop assistant with multimodal capabilities?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. PyQt
    3. Kivy (kivy/kivy)
    4. Streamlit (streamlit/streamlit)
    5. ElevenLabs
    6. Google Cloud Text-to-Speech
    7. LangChain (langchain-ai/langchain)
    8. Rasa (RasaHQ/rasa)
    9. DeepPavlov (deepmipt/DeepPavlov)
    10. Mycroft AI (MycroftAI/mycroft-core)
    11. Electron (electron/electron)
    12. Unity

    AI recommended 12 alternatives but never named MewCo-AI/ai_virtual_mate_comm. 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 MewCo-AI/ai_virtual_mate_comm?
    pass
    AI did not name MewCo-AI/ai_virtual_mate_comm — 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 MewCo-AI/ai_virtual_mate_comm in production, what risks or prerequisites should they evaluate first?
    pass
    AI named MewCo-AI/ai_virtual_mate_comm 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 MewCo-AI/ai_virtual_mate_comm solve, and who is the primary audience?
    pass
    AI did not name MewCo-AI/ai_virtual_mate_comm — 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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MewCo-AI/ai_virtual_mate_comm — 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