RRepoGEO

REPOGEO REPORT · LITE

alphacep/vosk-server

Default branch master · commit 47998a26 · scanned 5/12/2026, 12:08:34 PM

GitHub: 1,255 stars · 316 forks

AI VISIBILITY SCORE
28 /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
2 / 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 alphacep/vosk-server, 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 the README's opening sentence to clarify server type and use case

    Why:

    CURRENT
    This is a server for highly accurate offline speech recognition using Kaldi and Vosk-API.
    COPY-PASTE FIX
    alphacep/vosk-server is a self-hostable, real-time, streaming speech recognition API server designed for web applications and backend services, offering highly accurate offline speech-to-text via WebSocket, gRPC, and WebRTC protocols.
  • mediumhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://alphacep.com/vosk/
  • lowtopics#3
    Refine repository topics to better reflect its 'self-hostable API server' nature

    Why:

    CURRENT
    asr, grpc, kaldi, python, saas, speech-recognition, vosk, webrtc, websocket
    COPY-PASTE FIX
    asr, grpc, kaldi, python, speech-recognition, vosk, webrtc, websocket, self-hosted, api-server

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 alphacep/vosk-server
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
coqui-ai/STT
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. coqui-ai/STT · recommended 2×
  2. alphacep/vosk-api · recommended 2×
  3. Google Cloud Speech-to-Text API · recommended 1×
  4. AWS Transcribe Streaming · recommended 1×
  5. Azure Cognitive Services Speech · recommended 1×
  • CATEGORY QUERY
    How can I set up a real-time speech-to-text server for web applications?
    you: not recommended
    AI recommended (in order):
    1. Google Cloud Speech-to-Text API
    2. AWS Transcribe Streaming
    3. Azure Cognitive Services Speech
    4. AssemblyAI
    5. DeepSpeech (Mozilla/DeepSpeech)
    6. Coqui STT (coqui-ai/STT)
    7. Vosk (alphacep/vosk-api)

    AI recommended 7 alternatives but never named alphacep/vosk-server. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What solutions exist for an offline speech recognition engine with gRPC or WebRTC APIs?
    you: not recommended
    AI recommended (in order):
    1. Mozilla DeepSpeech (mozilla/DeepSpeech)
    2. Kaldi (kaldi-asr/kaldi)
    3. Picovoice Rhino Speech-to-Intent
    4. Porcupine Wake Word
    5. Vosk (alphacep/vosk-api)
    6. Coqui STT (coqui-ai/STT)

    AI recommended 6 alternatives but never named alphacep/vosk-server. 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 alphacep/vosk-server?
    pass
    AI did not name alphacep/vosk-server — likely talking about a different project

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

  • If a team adopts alphacep/vosk-server in production, what risks or prerequisites should they evaluate first?
    pass
    AI named alphacep/vosk-server 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 alphacep/vosk-server solve, and who is the primary audience?
    pass
    AI named alphacep/vosk-server 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 alphacep/vosk-server. 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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MARKDOWN (README)
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alphacep/vosk-server — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
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