RRepoGEO

REPOGEO REPORT · LITE

kizuna-ai-lab/sokuji

Default branch main · commit e25959c0 · scanned 6/11/2026, 6:47:20 PM

GitHub: 896 stars · 119 forks

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 kizuna-ai-lab/sokuji, 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
    Clarify the 'about' description to explicitly state it's an application

    Why:

    CURRENT
    Live speech translation powered by on-device AI and cloud providers — OpenAI, Google Gemini, Palabra.ai, Kizuna AI, Volcengine, and more
    COPY-PASTE FIX
    A cross-platform application for live speech translation, powered by on-device AI and cloud providers like OpenAI, Google Gemini, Palabra.ai, Kizuna AI, Volcengine, and more.
  • mediumtopics#2
    Add more specific topics for real-time, offline, and on-device AI speech translation

    Why:

    CURRENT
    ai, chrome-extension, electron, linux-app, llm, meeting, openai, react, translation, translator, typescript
    COPY-PASTE FIX
    ai, chrome-extension, electron, linux-app, llm, meeting, openai, react, translation, translator, typescript, real-time-translation, offline-translation, on-device-ai, speech-to-text, voice-translation
  • mediumreadme#3
    Explicitly mention online meetings as a key use case in the README

    Why:

    CURRENT
    Sokuji is a cross-platform live speech translation app for desktop and browser. It supports **Local Inference** — on-device ASR, translation, and TTS powered by WASM and WebGPU, with no API key required, no expensive GPU needed, fully offline, and completely private. It also integrates with cloud providers including OpenAI, Google Gemini, Palabra.ai, Kizuna AI, Doubao AST 2.0, and OpenAI-compatible APIs.
    COPY-PASTE FIX
    Sokuji is a cross-platform live speech translation app for desktop and browser, ideal for enhancing online meetings, presentations, and private conversations. It supports **Local Inference** — on-device ASR, translation, and TTS powered by WASM and WebGPU, with no API key required, no expensive GPU needed, fully offline, and completely private. It also integrates with cloud providers including OpenAI, Google Gemini, Palabra.ai, Kizuna AI, Doubao AST 2.0, and OpenAI-compatible APIs.

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 kizuna-ai-lab/sokuji
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Google Translate
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Google Translate · recommended 2×
  2. DeepL · recommended 2×
  3. Microsoft Teams · recommended 1×
  4. Zoom · recommended 1×
  5. Wordly · recommended 1×
  • CATEGORY QUERY
    How to get real-time speech translation for online meetings across different devices?
    you: not recommended
    AI recommended (in order):
    1. Microsoft Teams
    2. Zoom
    3. Wordly
    4. KUDO
    5. Google Meet
    6. Google Translate
    7. Interprefy
    8. Webex
    9. Speakatoo
    10. DeepL

    AI recommended 10 alternatives but never named kizuna-ai-lab/sokuji. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking an offline speech translation tool with on-device AI for privacy-sensitive conversations.
    you: not recommended
    AI recommended (in order):
    1. DeepL
    2. Google Translate
    3. Microsoft Translator
    4. SayHi Translate
    5. iTranslate Voice
    6. Mozilla Common Voice
    7. Whisper
    8. MarianMT
    9. Fairseq
    10. Lingmo Translate

    AI recommended 10 alternatives but never named kizuna-ai-lab/sokuji. 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 kizuna-ai-lab/sokuji?
    pass
    AI named kizuna-ai-lab/sokuji explicitly

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

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

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

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  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite