RRepoGEO

REPOGEO REPORT · LITE

royshil/obs-localvocal

Default branch master · commit 9605e80a · scanned 5/10/2026, 10:06:47 AM

GitHub: 1,474 stars · 113 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 royshil/obs-localvocal, 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 a clear introductory sentence to the README after the H1

    Why:

    COPY-PASTE FIX
    LocalVocal is an OBS Studio plugin that provides real-time, local, AI-powered speech recognition and captioning for live streamers and content creators.
  • mediumtopics#2
    Add more specific topics for OBS captioning and local AI

    Why:

    CURRENT
    ai, live-streaming, livestream, obs, obs-studio, obs-studio-plugin, openai-whisper, plugin, real-time-transcription, realtime-transcribe, realtime-translator, speech-recognition, speech-to-text, transcription, translation, whisper, whisper-cpp
    COPY-PASTE FIX
    ai, live-streaming, livestream, obs, obs-studio, obs-studio-plugin, openai-whisper, plugin, real-time-transcription, realtime-transcribe, realtime-translator, speech-recognition, speech-to-text, transcription, translation, whisper, whisper-cpp, obs-captions, live-captions, local-ai-transcription, streaming-captions
  • lowreadme#3
    Add a 'Why LocalVocal?' or 'Comparison' section to the README

    Why:

    COPY-PASTE FIX
    ## Why LocalVocal?
    
    LocalVocal offers a unique solution for streamers and content creators by focusing on:
    
    *   **Local, Private Processing:** Unlike cloud-based solutions, all speech recognition and transcription occur directly on your machine, ensuring data privacy and minimal latency.
    *   **Seamless OBS Integration:** Designed as a native OBS plugin, it provides direct control and integration with your streaming workflow for real-time captions and audio management.
    *   **Advanced Audio Routing:** Go beyond simple captions with features like separating game audio from voice chat into distinct OBS tracks, or routing specific application audio to private outputs.
    
    This makes LocalVocal ideal for those who need robust, real-time, and private AI assistance directly within their OBS Studio environment.

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 royshil/obs-localvocal
Avg rank
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Streamlabs Desktop
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Streamlabs Desktop · recommended 1×
  2. Web Captioner · recommended 1×
  3. OBS-Websocket · recommended 1×
  4. Python · recommended 1×
  5. Google Cloud Speech-to-Text · recommended 1×
  • CATEGORY QUERY
    Looking for an OBS plugin to add real-time AI-powered captions to my broadcasts.
    you: not recommended
    AI recommended (in order):
    1. Streamlabs Desktop
    2. Web Captioner
    3. OBS-Websocket
    4. Python
    5. Google Cloud Speech-to-Text
    6. OpenAI Whisper
    7. Voice to Text for OBS
    8. StreamElements
    9. Live Transcribe
    10. NDI

    AI recommended 10 alternatives but never named royshil/obs-localvocal. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are good options for local speech recognition and live transcription during streaming?
    you: not recommended
    AI recommended (in order):
    1. Whisper
    2. whisper.cpp
    3. faster-whisper
    4. Vosk
    5. Picovoice Rhino Speech-to-Text Engine
    6. Mozilla DeepSpeech
    7. Kaldi

    AI recommended 7 alternatives but never named royshil/obs-localvocal. 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 royshil/obs-localvocal?
    pass
    AI named royshil/obs-localvocal explicitly

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

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

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

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  • Brand-free category queries5 vs 2 in Lite
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