RRepoGEO

REPOGEO REPORT · LITE

CheshireCC/faster-whisper-GUI

Default branch main · commit 8394154e · scanned 5/28/2026, 3:57:00 PM

GitHub: 2,957 stars · 167 forks

AI VISIBILITY SCORE
22 /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
1 / 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 CheshireCC/faster-whisper-GUI, 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
    Clarify the README's opening statement to emphasize its desktop application nature

    Why:

    CURRENT
    # faster-whisper-GUI

    faster-whisper、whisperX，GUI with PySide6
    COPY-PASTE FIX
    # faster-whisper-GUI: A Desktop Application for Fast, Accurate Speech-to-Text

This project provides a user-friendly graphical interface (GUI) built with PySide6 for `faster-whisper` and `whisperX`, enabling efficient transcription of audio and video files.
  • mediumhomepage#2
    Add a homepage URL to the repository's 'About' section

    Why:

    COPY-PASTE FIX
    https://github.com/CheshireCC/faster-whisper-GUI
  • mediumtopics#3
    Add topics that emphasize its nature as an open-source desktop GUI application

    Why:

    CURRENT
    asr, faster-whisper, openai, transcribe, vad, voice-transcription, whisper, whisperx
    COPY-PASTE FIX
    asr, desktop-app, faster-whisper, gui, openai, open-source, transcribe, vad, voice-transcription, whisper, whisperx

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 CheshireCC/faster-whisper-GUI
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
VLC Media Player
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. VLC Media Player · recommended 1×
  2. Audacity · recommended 1×
  3. oTranscribe · recommended 1×
  4. Happy Scribe · recommended 1×
  5. Trint · recommended 1×
  • CATEGORY QUERY
    How can I transcribe audio and video files into text using a simple GUI?
    you: not recommended
    AI recommended (in order):
    1. VLC Media Player
    2. Audacity
    3. oTranscribe
    4. Happy Scribe
    5. Trint
    6. Descript
    7. Otter.ai

    AI recommended 7 alternatives but never named CheshireCC/faster-whisper-GUI. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best open-source desktop applications for fast, accurate speech-to-text?
    you: not recommended
    AI recommended (in order):
    1. Whisper Desktop (ggerganov/whisper.cpp)
    2. Vosk (alphacep/vosk-api)
    3. Mozilla DeepSpeech (mozilla/DeepSpeech)
    4. OpenAI Whisper (openai/whisper)

    AI recommended 4 alternatives but never named CheshireCC/faster-whisper-GUI. 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 CheshireCC/faster-whisper-GUI?
    pass
    AI did not name CheshireCC/faster-whisper-GUI — 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 CheshireCC/faster-whisper-GUI in production, what risks or prerequisites should they evaluate first?
    pass
    AI named CheshireCC/faster-whisper-GUI 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 CheshireCC/faster-whisper-GUI solve, and who is the primary audience?
    pass
    AI did not name CheshireCC/faster-whisper-GUI — 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?

Embed your GEO score

Drop this badge into the README of CheshireCC/faster-whisper-GUI. 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
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CheshireCC/faster-whisper-GUI — 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