RRepoGEO

REPOGEO REPORT · LITE

collabora/WhisperLive

Default branch main · commit 8bde966c · scanned 5/22/2026, 8:11:43 AM

GitHub: 4,043 stars · 553 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 collabora/WhisperLive, 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 H1/H2 to emphasize real-time, low-latency, local streaming

    Why:

    CURRENT
    <br><br>A nearly-live implementation of OpenAI's Whisper.
    COPY-PASTE FIX
    A highly optimized, low-latency, and local real-time streaming speech-to-text transcription system based on OpenAI's Whisper.
  • mediumhomepage#2
    Add a homepage URL to the repository's 'About' section

    Why:

    COPY-PASTE FIX
    (Add the official project or company homepage URL)
  • lowtopics#3
    Add more specific topics to reinforce real-time, local capabilities

    Why:

    CURRENT
    dictation, obs, openai, openvino, openvino-intel, tensorrt, tensorrt-llm, text-to-speech, translation, voice-recognition, whisper, whisper-tensorrt
    COPY-PASTE FIX
    dictation, obs, openai, openvino, openvino-intel, tensorrt, tensorrt-llm, text-to-speech, translation, voice-recognition, whisper, whisper-tensorrt, real-time, streaming, low-latency, local-inference, speech-to-text

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 collabora/WhisperLive
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
AssemblyAI
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. AssemblyAI · recommended 2×
  2. Deepgram · recommended 2×
  3. OpenAI Whisper · recommended 2×
  4. Google Cloud Speech-to-Text API · recommended 1×
  5. AWS Transcribe Streaming · recommended 1×
  • CATEGORY QUERY
    How to get real-time speech-to-text transcription from live audio input?
    you: not recommended
    AI recommended (in order):
    1. Google Cloud Speech-to-Text API
    2. AWS Transcribe Streaming
    3. AssemblyAI
    4. Deepgram
    5. Microsoft Azure Cognitive Services Speech
    6. OpenAI Whisper
    7. Mozilla DeepSpeech

    AI recommended 7 alternatives but never named collabora/WhisperLive. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a fast, low-latency audio transcription tool for live dictation or translation.
    you: not recommended
    AI recommended (in order):
    1. OpenAI Whisper
    2. Google Cloud Speech-to-Text
    3. AssemblyAI
    4. AWS Transcribe
    5. Deepgram
    6. Azure Cognitive Services Speech
    7. Picovoice Rhino Speech-to-Intent
    8. Porcupine Wake Word Engine

    AI recommended 8 alternatives but never named collabora/WhisperLive. 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 collabora/WhisperLive?
    pass
    AI named collabora/WhisperLive explicitly

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

  • If a team adopts collabora/WhisperLive in production, what risks or prerequisites should they evaluate first?
    pass
    AI named collabora/WhisperLive 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 collabora/WhisperLive solve, and who is the primary audience?
    pass
    AI named collabora/WhisperLive 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 collabora/WhisperLive. 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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HTML
<a href="https://repogeo.com/en/r/collabora/WhisperLive"><img src="https://repogeo.com/badge/collabora/WhisperLive.svg" alt="RepoGEO" /></a>
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collabora/WhisperLive — 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