RRepoGEO

REPOGEO REPORT · LITE

wzpan/wukong-robot

Default branch master · commit 3fd73e07 · scanned 6/25/2026, 5:38:14 PM

GitHub: 7,114 stars · 1,412 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)

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

AI VISIBILITY SCORE
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 wzpan/wukong-robot, 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
    Strengthen the README's opening statement to highlight open-source and Chinese focus

    Why:

    CURRENT
    wukong-robot 是一个简单、灵活、优雅的中文语音对话机器人/智能音箱项目，目的是让中国的 Maker 和 Haker 们也能快速打造个性化的智能音箱。wukong-robot 还可能是第一个开源的脑机唤醒智能音箱。
    COPY-PASTE FIX
    wukong-robot 是一个简单、灵活、优雅的中文语音对话机器人/智能音箱项目，旨在为中国的 Maker 和 Haker 们提供一个完全开源、高度可定制的平台，以快速打造个性化的智能音箱。与商业云服务不同，wukong-robot 专注于中文语音交互，并可能是第一个支持脑机唤醒的开源智能音箱项目。
  • hightopics#2
    Add 'open-source' to the repository topics

    Why:

    CURRENT
    ai, alexa, amazon-echo, anyq, asr, bci, chatgpt, google-home, gpt3, homeassistant, muse, openai, raspeberry-pi, snowboy, speaker, tts, unit
    COPY-PASTE FIX
    ai, alexa, amazon-echo, anyq, asr, bci, chatgpt, google-home, gpt3, homeassistant, muse, openai, open-source, raspeberry-pi, snowboy, speaker, tts, unit
  • mediumreadme#3
    Add a 'Why Choose Wukong-robot?' section to the README

    Why:

    COPY-PASTE FIX
    ## 为什么选择悟空机器人？

悟空机器人不仅是一个功能丰富的智能音箱项目，它还具备以下独特优势，使其在众多开源和商业解决方案中脱颖而出：

*   **深度中文优化：** 针对中文语音识别（ASR）和语音合成（TTS）进行了深度优化，集成了百度、科大讯飞、阿里、腾讯、OpenAI Whisper、Apple、微软Edge、VITS声音克隆TTS等多种中文技术，确保了卓越的中文交互体验。
*   **首个开源脑机接口（BCI）支持：** 率先支持 Muse 脑机唤醒，为探索未来人机交互提供了前沿平台。
*   **高度模块化与可扩展性：** 核心功能（ASR、TTS、NLU）高度模块化，方便开发者集成自定义插件和第三方服务，打造真正个性化的智能音箱。
*   **活跃的社区与广泛应用：** 截至 2023 年 3 月 31 日，安装设备数已超过 13,000 台，证明了其稳定性和实用性。
*   **智能家居联动：** 无缝集成小爱音箱、Siri、mqtt、HomeAssistant 等智能家居协议，实现语音控制智能家电。

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 wzpan/wukong-robot
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Baidu AI Cloud
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Baidu AI Cloud · recommended 1×
  2. Tencent Cloud · recommended 1×
  3. Alibaba Cloud · recommended 1×
  4. Google Cloud Speech-to-Text · recommended 1×
  5. Dialogflow · recommended 1×
  • CATEGORY QUERY
    How can I develop a custom voice-controlled assistant with robust Chinese language understanding?
    you: not recommended
    AI recommended (in order):
    1. Baidu AI Cloud
    2. Tencent Cloud
    3. Alibaba Cloud
    4. Google Cloud Speech-to-Text
    5. Dialogflow
    6. Azure Speech Service
    7. Azure Language Understanding (LUIS)
    8. iFlytek
    9. Kaldi
    10. Rasa

    AI recommended 10 alternatives but never named wzpan/wukong-robot. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking an open source platform to build a smart speaker supporting advanced dialogue and BCI?
    you: not recommended
    AI recommended (in order):
    1. Mycroft AI (MycroftAI/mycroft-core)
    2. Mimic 3 (MycroftAI/mimic3)
    3. Adapt (MycroftAI/adapt)
    4. Padac (MycroftAI/padac)
    5. Rhasspy (rhasspy/rhasspy)
    6. Porcupine (Picovoice/porcupine)
    7. Snowboy (kitt-ai/snowboy)
    8. Raven (rhasspy/rhasspy-wake-raven)
    9. Kaldi (kaldi-asr/kaldi)
    10. Vosk (alphacep/vosk-api)
    11. Whisper (openai/whisper)
    12. FuzzyWuzzy (seatgeek/fuzzywuzzy)
    13. OpenFST (openfst/openfst)
    14. Home Assistant (home-assistant/core)
    15. Piper (rhasspy/piper)
    16. MaryTTS (marytts/marytts)
    17. eSpeak (espeak-ng/espeak-ng)
    18. OpenVoiceOS (OVOS) (OpenVoiceOS/ovos-core)
    19. Mozilla Common Voice (mozilla/common-voice)
    20. DeepSpeech (mozilla/DeepSpeech)
    21. RASA NLU (RasaHQ/rasa)
    22. spaCy (explosion/spaCy)
    23. Coqui TTS (coqui-ai/TTS)
    24. OpenBCI (OpenBCI/OpenBCI_GUI)
    25. Muse
    26. Emotiv
    27. pyOpenBCI (OpenBCI/pyOpenBCI)
    28. mne-python (mne-tools/mne-python)

    AI recommended 28 alternatives but never named wzpan/wukong-robot. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • 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 wzpan/wukong-robot?
    pass
    AI named wzpan/wukong-robot explicitly

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

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

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

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wzpan/wukong-robot — 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