RRepoGEO

REPOGEO REPORT · LITE

yan5xu/ququ

Default branch main · commit 2a8fedea · scanned 5/23/2026, 6:22:07 AM

GitHub: 2,171 stars · 225 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

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 yan5xu/ququ, 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
  • highabout#1
    Refine the About description for clarity and conciseness

    Why:

    CURRENT
    开源免费的 Wispr Flow 替代方案 | 集成FunASR本地模型和可配置大语言模型的下一代中文桌面语音工作流
    COPY-PASTE FIX
    QuQu: 开源免费的 Wispr Flow 桌面替代方案，集成FunASR本地模型和可配置大语言模型的下一代中文语音工作流。
  • highhomepage#2
    Add a homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    https://github.com/yan5xu/ququ
  • mediumreadme#3
    Clarify the project's license(s) directly in the README

    Why:

    COPY-PASTE FIX
    ## 📄 许可

本项目采用 [此处填写具体许可证名称，例如：MIT License 和 Apache-2.0 License 的组合] 许可。详情请参阅 `LICENSE` 文件。

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 yan5xu/ququ
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Vosk
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Vosk · recommended 2×
  2. Whisper Desktop · recommended 1×
  3. MacWhisper · recommended 1×
  4. DeepSpeech · recommended 1×
  5. SpeechRecognition Library · recommended 1×
  • CATEGORY QUERY
    Looking for a free open-source desktop voice dictation tool for Chinese language?
    you: not recommended
    AI recommended (in order):
    1. Whisper Desktop
    2. MacWhisper
    3. Vosk
    4. DeepSpeech
    5. SpeechRecognition Library
    6. Google Web Speech API
    7. Pocketsphinx

    AI recommended 7 alternatives but never named yan5xu/ququ. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best privacy-focused speech-to-text solutions with local AI for advanced Chinese dictation?
    you: not recommended
    AI recommended (in order):
    1. Whisper
    2. Kaldi
    3. Mozilla DeepSpeech
    4. Vosk
    5. Picovoice Rhino Speech-to-Text Engine

    AI recommended 5 alternatives but never named yan5xu/ququ. 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 yan5xu/ququ?
    pass
    AI named yan5xu/ququ explicitly

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

  • If a team adopts yan5xu/ququ in production, what risks or prerequisites should they evaluate first?
    pass
    AI named yan5xu/ququ 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 yan5xu/ququ solve, and who is the primary audience?
    pass
    AI named yan5xu/ququ explicitly

    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 yan5xu/ququ. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/yan5xu/ququ.svg)](https://repogeo.com/en/r/yan5xu/ququ)
HTML
<a href="https://repogeo.com/en/r/yan5xu/ququ"><img src="https://repogeo.com/badge/yan5xu/ququ.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

yan5xu/ququ — 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