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
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.
- highreadme#1Add a clear introductory sentence to the README after the H1
Why:
COPY-PASTE FIXLocalVocal is an OBS Studio plugin that provides real-time, local, AI-powered speech recognition and captioning for live streamers and content creators.
- mediumtopics#2Add more specific topics for OBS captioning and local AI
Why:
CURRENTai, 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 FIXai, 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#3Add 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.
- Streamlabs Desktop · recommended 1×
- Web Captioner · recommended 1×
- OBS-Websocket · recommended 1×
- Python · recommended 1×
- Google Cloud Speech-to-Text · recommended 1×
- CATEGORY QUERYLooking for an OBS plugin to add real-time AI-powered captions to my broadcasts.you: not recommendedAI recommended (in order):
- Streamlabs Desktop
- Web Captioner
- OBS-Websocket
- Python
- Google Cloud Speech-to-Text
- OpenAI Whisper
- Voice to Text for OBS
- StreamElements
- Live Transcribe
- NDI
AI recommended 10 alternatives but never named royshil/obs-localvocal. This is the gap to close.
Show full AI answer
- CATEGORY QUERYWhat are good options for local speech recognition and live transcription during streaming?you: not recommendedAI recommended (in order):
- Whisper
- whisper.cpp
- faster-whisper
- Vosk
- Picovoice Rhino Speech-to-Text Engine
- Mozilla DeepSpeech
- 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 completenesspass
- README presencepass
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?passAI 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?passAI 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?passAI named royshil/obs-localvocal 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 royshil/obs-localvocal. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.
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royshil/obs-localvocal — 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