RRepoGEO

REPOGEO REPORT · LITE

cjyaddone/ChatWaifuL2D

Default branch main · commit 677093ac · scanned 6/2/2026, 1:02:29 PM

GitHub: 524 stars · 58 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 cjyaddone/ChatWaifuL2D, 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 to emphasize Live2D AI companion game

    Why:

    CURRENT
    > ### 这是一个基于TTS+VITS的ChatGPT语音对话程序!
    COPY-PASTE FIX
    > ### ChatWaifuL2D: Your Ren'Py-powered Desktop AI Companion with Live2D Anime Avatars and ChatGPT Voice Dialogue!
  • hightopics#2
    Add specific topics to improve categorization

    Why:

    COPY-PASTE FIX
    live2d, ai-companion, visual-novel, renpy, chatgpt, tts, vits, speech-recognition, desktop-app, galgame
  • mediumhomepage#3
    Add a homepage URL to the repository

    Why:

    COPY-PASTE FIX
    https://www.bilibili.com/video/BV1gM4y1L711/

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 cjyaddone/ChatWaifuL2D
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ElevenLabs
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. ElevenLabs · recommended 2×
  2. Google Cloud Text-to-Speech · recommended 2×
  3. OpenAI GPT · recommended 1×
  4. Anthropic Claude · recommended 1×
  5. Google Gemini · recommended 1×
  • CATEGORY QUERY
    How to integrate an AI chatbot with voice and Live2D character animation?
    you: not recommended
    AI recommended (in order):
    1. OpenAI GPT
    2. Anthropic Claude
    3. Google Gemini
    4. Mistral AI
    5. Cohere
    6. OpenAI Whisper API
    7. Google Cloud Speech-to-Text
    8. AWS Transcribe
    9. AssemblyAI
    10. ElevenLabs
    11. OpenAI TTS
    12. Google Cloud Text-to-Speech
    13. AWS Polly
    14. Live2D Cubism SDK
    15. Live2D Cubism SDK for Unity
    16. Live2D Cubism SDK for Web (JavaScript/WebGL)
    17. Live2D Cubism SDK for iOS/Android
    18. VTube Studio
    19. Rhubarb Lip Sync

    AI recommended 19 alternatives but never named cjyaddone/ChatWaifuL2D. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tools for building interactive visual novels featuring AI-powered voice conversations?
    you: not recommended
    AI recommended (in order):
    1. Ren'Py (renpy/renpy)
    2. ElevenLabs
    3. OpenAI's Text-to-Speech API
    4. Unity
    5. Inkle Studios' Ink (inkle/ink)
    6. Google Cloud Text-to-Speech
    7. Azure AI Speech
    8. Unreal Engine
    9. NovelAI
    10. Voiceflow
    11. Amazon Polly

    AI recommended 11 alternatives but never named cjyaddone/ChatWaifuL2D. 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 cjyaddone/ChatWaifuL2D?
    pass
    AI named cjyaddone/ChatWaifuL2D explicitly

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

  • If a team adopts cjyaddone/ChatWaifuL2D in production, what risks or prerequisites should they evaluate first?
    pass
    AI did not name cjyaddone/ChatWaifuL2D — 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 cjyaddone/ChatWaifuL2D solve, and who is the primary audience?
    pass
    AI did not name cjyaddone/ChatWaifuL2D — 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

Drop this badge into the README of cjyaddone/ChatWaifuL2D. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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cjyaddone/ChatWaifuL2D — 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