RRepoGEO

REPOGEO REPORT · LITE

kaixxx/noScribe

Default branch main · commit a5b2ad95 · scanned 5/27/2026, 8:17:08 PM

GitHub: 1,985 stars · 337 forks

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 kaixxx/noScribe, 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 core function in README's main heading

    Why:

    CURRENT
    ### Cutting Edge AI Technology for Automated Audio Transcription
    COPY-PASTE FIX
    ### A Free, Local Desktop App for High-Quality AI Audio Transcription and Speaker Diarization
  • highabout#2
    Add official website to repository homepage metadata

    Why:

    COPY-PASTE FIX
    https://noscribe.de
  • mediumabout#3
    Refine repository description to emphasize key features

    Why:

    CURRENT
    Cutting edge AI technology for automated audio transcription. A nice GUI for OpenAIs Whisper and pyannote (speaker identification)
    COPY-PASTE FIX
    A free, local desktop app for high-quality AI audio transcription and speaker diarization, featuring a nice GUI and integrated editor.

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 kaixxx/noScribe
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Whisper
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Whisper · recommended 1×
  2. Pyannote.audio · recommended 1×
  3. whisper-diarize · recommended 1×
  4. Vosk API · recommended 1×
  5. Mozilla DeepSpeech · recommended 1×
  • CATEGORY QUERY
    How can I transcribe interview audio locally with speaker diarization for research?
    you: not recommended
    AI recommended (in order):
    1. Whisper
    2. Pyannote.audio
    3. whisper-diarize
    4. Vosk API
    5. Mozilla DeepSpeech
    6. SpeechBrain
    7. Kaldi

    AI recommended 7 alternatives but never named kaixxx/noScribe. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a free desktop app to accurately transcribe audio files with a good editor.
    you: not recommended
    AI recommended (in order):
    1. Whisper Desktop
    2. Notepad++
    3. VS Code
    4. Sublime Text
    5. Buzz
    6. VLC Media Player
    7. oTranscribe
    8. Audacity
    9. Google Docs Voice Typing
    10. Google Docs

    AI recommended 10 alternatives but never named kaixxx/noScribe. 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 kaixxx/noScribe?
    pass
    AI named kaixxx/noScribe explicitly

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

  • If a team adopts kaixxx/noScribe in production, what risks or prerequisites should they evaluate first?
    pass
    AI named kaixxx/noScribe 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 kaixxx/noScribe solve, and who is the primary audience?
    pass
    AI named kaixxx/noScribe explicitly

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

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kaixxx/noScribe — 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