RRepoGEO

REPOGEO REPORT · LITE

netease-youdao/Confucius4-TTS

Default branch main · commit c38ce628 · scanned 6/30/2026, 8:22:42 PM

GitHub: 531 stars · 55 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 netease-youdao/Confucius4-TTS, 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
    Add explicit open-source positioning to the README introduction

    Why:

    CURRENT
    Confucius4-TTS is an advanced LLM-based text-to-speech (TTS) system designed for multilingual and cross-lingual speech synthesis.
    COPY-PASTE FIX
    Confucius4-TTS is an advanced **open-source** LLM-based text-to-speech (TTS) system designed for multilingual and cross-lingual speech synthesis, empowering **developers and researchers** to build high-quality voice applications.
  • mediumhomepage#2
    Add the project homepage URL to the repository About section

    Why:

    COPY-PASTE FIX
    https://2901733926.github.io/Confucius4-TTS/
  • lowlicense#3
    Clarify the project's license(s) in the README

    Why:

    COPY-PASTE FIX
    This project is licensed under [**Insert specific license name(s) or terms here, e.g., 'a custom license based on Apache 2.0 and MIT principles'**]. See the [LICENSE](LICENSE) file for full details.

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 netease-youdao/Confucius4-TTS
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. Descript · recommended 1×
  3. Resemble AI · recommended 1×
  4. Google Cloud Text-to-Speech · recommended 1×
  5. Amazon Polly · recommended 1×
  • CATEGORY QUERY
    How to generate speech in multiple languages while maintaining a consistent speaker voice?
    you: not recommended
    AI recommended (in order):
    1. ElevenLabs
    2. Descript
    3. Resemble AI
    4. Google Cloud Text-to-Speech
    5. Amazon Polly
    6. Microsoft Azure AI Speech

    AI recommended 6 alternatives but never named netease-youdao/Confucius4-TTS. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a zero-shot text-to-speech engine that can clone voices across different languages.
    you: not recommended
    AI recommended (in order):
    1. ElevenLabs
    2. Meta Voicebox
    3. MyShell
    4. Resemble.ai
    5. Play.ht
    6. Coqui XTTS (coqui-ai/TTS)

    AI recommended 6 alternatives but never named netease-youdao/Confucius4-TTS. 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 netease-youdao/Confucius4-TTS?
    pass
    AI named netease-youdao/Confucius4-TTS explicitly

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

  • If a team adopts netease-youdao/Confucius4-TTS in production, what risks or prerequisites should they evaluate first?
    pass
    AI named netease-youdao/Confucius4-TTS 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 netease-youdao/Confucius4-TTS solve, and who is the primary audience?
    pass
    AI named netease-youdao/Confucius4-TTS 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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netease-youdao/Confucius4-TTS — 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