RRepoGEO

REPOGEO REPORT · LITE

kyutai-labs/unmute

Default branch main · commit 4f1e394b · scanned 5/11/2026, 8:33:03 AM

GitHub: 1,293 stars · 223 forks

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 kyutai-labs/unmute, 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 emphasize the LLM conversational system

    Why:

    CURRENT
    Make text LLMs listen and speak
    COPY-PASTE FIX
    A real-time system enabling text LLMs to listen and speak conversationally using integrated STT/TTS.
  • hightopics#2
    Add relevant topics to improve categorization

    Why:

    COPY-PASTE FIX
    llm, speech-to-text, text-to-speech, conversational-ai, real-time, ai-assistant, speech-interface
  • mediumhomepage#3
    Add the project homepage URL

    Why:

    COPY-PASTE FIX
    https://unmute.sh

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 kyutai-labs/unmute
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Google Cloud Speech-to-Text
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Google Cloud Speech-to-Text · recommended 2×
  2. ElevenLabs · recommended 2×
  3. AssemblyAI · recommended 2×
  4. Google Cloud Text-to-Speech · recommended 1×
  5. Azure Cognitive Services Speech · recommended 1×
  • CATEGORY QUERY
    How can I add real-time speech input and output capabilities to my LLM application?
    you: not recommended
    AI recommended (in order):
    1. Google Cloud Speech-to-Text
    2. Google Cloud Text-to-Speech
    3. Azure Cognitive Services Speech
    4. AWS Amazon Transcribe
    5. AWS Amazon Polly
    6. OpenAI Whisper
    7. ElevenLabs
    8. AssemblyAI
    9. Deepgram
    10. Mozilla DeepSpeech
    11. eSpeak NG

    AI recommended 11 alternatives but never named kyutai-labs/unmute. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What frameworks enable text-based large language models to listen and speak conversationally?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. Whisper (openai/whisper)
    3. TTS
    4. Google Cloud Speech-to-Text
    5. WaveNet
    6. Vertex AI
    7. Dialogflow
    8. Amazon Transcribe
    9. Amazon Polly
    10. Amazon Bedrock
    11. Amazon SageMaker
    12. Hugging Face Transformers (huggingface/transformers)
    13. Wav2Vec2
    14. SeamlessM4T
    15. Bark (suno-ai/bark)
    16. VITS
    17. Tacotron2
    18. Llama 2
    19. Mistral
    20. AssemblyAI
    21. ElevenLabs
    22. Anthropic Claude

    AI recommended 22 alternatives but never named kyutai-labs/unmute. 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 kyutai-labs/unmute?
    pass
    AI named kyutai-labs/unmute explicitly

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

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

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

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MARKDOWN (README)
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  • Brand-free category queries5 vs 2 in Lite
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