RRepoGEO

REPOGEO REPORT · LITE

kyutai-labs/unmute

Default branch main · commit 84aa28d3 · scanned 6/21/2026, 12:12:47 PM

GitHub: 1,341 stars · 232 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)

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

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
  • highreadme#1
    Reposition README opening to emphasize LLM voice interaction system

    Why:

    CURRENT
    Unmute is a system that allows text LLMs to listen and speak by wrapping them in Kyutai's Text-to-speech and Speech-to-text models.
    COPY-PASTE FIX
    Unmute is a complete system that enables any text-based Large Language Model (LLM) to interact using natural speech, by seamlessly integrating real-time Speech-to-Text (STT) and Text-to-Speech (TTS) capabilities. It transforms any text LLM into a conversational voice AI.
  • hightopics#2
    Add specific topics for LLM voice interaction

    Why:

    COPY-PASTE FIX
    llm, speech-to-text, text-to-speech, voice-ai, conversational-ai, real-time, ai-chatbot
  • mediumhomepage#3
    Add homepage URL to repository metadata

    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
openai/whisper
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. openai/whisper · recommended 2×
  2. ElevenLabs · recommended 2×
  3. AssemblyAI · recommended 2×
  4. Deepgram · recommended 2×
  5. Google Cloud Speech-to-Text · recommended 1×
  • CATEGORY QUERY
    How can I enable my large language model to understand and respond using natural speech?
    you: not recommended
    AI recommended (in order):
    1. Google Cloud Speech-to-Text
    2. Google Cloud Text-to-Speech
    3. Azure AI Speech
    4. AWS Amazon Transcribe
    5. Amazon Polly
    6. OpenAI Whisper (openai/whisper)
    7. ElevenLabs
    8. AssemblyAI
    9. Deepgram

    AI recommended 9 alternatives but never named kyutai-labs/unmute. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a system to add real-time voice input and output to an AI chatbot.
    you: not recommended
    AI recommended (in order):
    1. Google Cloud Speech-to-Text API
    2. Google Cloud Text-to-Speech API
    3. AWS Polly
    4. AWS Transcribe
    5. Azure Cognitive Services Speech
    6. OpenAI Whisper (openai/whisper)
    7. OpenAI TTS
    8. AssemblyAI
    9. ElevenLabs
    10. Deepgram

    AI recommended 10 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?

Embed your GEO score

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MARKDOWN (README)
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<a href="https://repogeo.com/en/r/kyutai-labs/unmute"><img src="https://repogeo.com/badge/kyutai-labs/unmute.svg" alt="RepoGEO" /></a>
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kyutai-labs/unmute — 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