RRepoGEO

REPOGEO REPORT · LITE

ccoreilly/vosk-browser

Default branch master · commit 4b8eb257 · scanned 6/3/2026, 11:04:02 PM

GitHub: 517 stars · 87 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 ccoreilly/vosk-browser, 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 statement to highlight core value

    Why:

    CURRENT
    # Vosk-Browser
A somewhat opinionated speech recognition library for the browser using a WebAssembly build of Vosk
    COPY-PASTE FIX
    # Vosk-Browser: Client-Side, Offline Speech Recognition for the Browser (WebAssembly)

This library provides an easy-to-use, privacy-focused speech recognition solution that runs entirely in the browser using an updated WebAssembly build of Vosk, specifically optimized for WebWorker contexts.
  • mediumabout#2
    Add a homepage URL to the repository's 'About' section

    Why:

    COPY-PASTE FIX
    https://ccoreilly.github.io/vosk-browser/
  • mediumreadme#3
    Add a 'Why vosk-browser?' or 'Features' section to highlight differentiators

    Why:

    COPY-PASTE FIX
    ## Why vosk-browser?

Vosk-Browser stands out by offering:

*   **Client-Side & Offline:** Perform speech recognition entirely within the user's browser, without sending audio to external servers.
*   **Privacy-Focused:** Keep sensitive audio data local, enhancing user privacy.
*   **WebAssembly Performance:** Leverages a highly optimized WebAssembly build of Vosk for efficient processing in WebWorkers.
*   **Easy Integration:** Designed as an easy-to-use library for web developers, abstracting away complex WebAssembly details.
*   **Multi-language Support:** Supports 13 languages directly in the browser.

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 ccoreilly/vosk-browser
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Web Speech API
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Web Speech API · recommended 2×
  2. AssemblyAI · recommended 2×
  3. Deepgram · recommended 1×
  4. Google Cloud Speech-to-Text · recommended 1×
  5. AWS Transcribe · recommended 1×
  • CATEGORY QUERY
    How to implement real-time speech-to-text directly within a web browser application?
    you: not recommended
    AI recommended (in order):
    1. Web Speech API
    2. AssemblyAI
    3. Deepgram
    4. Google Cloud Speech-to-Text
    5. AWS Transcribe

    AI recommended 5 alternatives but never named ccoreilly/vosk-browser. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best client-side speech recognition libraries using WebAssembly for web apps?
    you: not recommended
    AI recommended (in order):
    1. Vosk
    2. Picovoice Rhino Speech-to-Intent
    3. Mozilla DeepSpeech
    4. AssemblyAI
    5. Web Speech API

    AI recommended 5 alternatives but never named ccoreilly/vosk-browser. 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 ccoreilly/vosk-browser?
    pass
    AI did not name ccoreilly/vosk-browser — 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 ccoreilly/vosk-browser in production, what risks or prerequisites should they evaluate first?
    pass
    AI named ccoreilly/vosk-browser 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 ccoreilly/vosk-browser solve, and who is the primary audience?
    pass
    AI named ccoreilly/vosk-browser 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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