RRepoGEO

REPOGEO REPORT · LITE

thewh1teagle/vibe

Default branch main · commit e1dd7c94 · scanned 5/19/2026, 1:57:03 PM

GitHub: 6,197 stars · 405 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
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 thewh1teagle/vibe, 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
  • highabout#1
    Clarify the repository description to prevent miscategorization

    Why:

    CURRENT
    Transcribe on your own!
    COPY-PASTE FIX
    Offline, cross-platform desktop app for transcribing audio/video using OpenAI Whisper, with local AI analysis and multiple export formats.
  • highreadme#2
    Strengthen the README's opening statement for better query matching

    Why:

    CURRENT
    ⌨️ Transcribe audio / video offline using OpenAI Whisper
    COPY-PASTE FIX
    Vibe is a powerful, privacy-focused desktop application that allows you to transcribe audio and video files offline on your own device using OpenAI Whisper, supporting multiple export formats like SRT and VTT.
  • mediumtopics#3
    Add more specific topics to enhance categorization

    Why:

    CURRENT
    ai, cross-platform, desktop, openai, rust, transcribe, whisper
    COPY-PASTE FIX
    ai, cross-platform, desktop, openai, rust, transcribe, whisper, audio-transcription, video-transcription, offline-transcription, srt, vtt, local-ai, ollama

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 thewh1teagle/vibe
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
chidiwilliams/whisper-desktop
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. chidiwilliams/whisper-desktop · recommended 1×
  2. alphacep/vosk-api · recommended 1×
  3. Trint · recommended 1×
  4. Happy Scribe · recommended 1×
  5. oTranscribe/oTranscribe · recommended 1×
  • CATEGORY QUERY
    What are good cross-platform desktop tools for offline audio and video transcription?
    you: not recommended
    AI recommended (in order):
    1. Whisper Desktop (chidiwilliams/whisper-desktop)
    2. Vosk (alphacep/vosk-api)
    3. Trint
    4. Happy Scribe
    5. oTranscribe (oTranscribe/oTranscribe)
    6. Express Scribe

    AI recommended 6 alternatives but never named thewh1teagle/vibe. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I transcribe audio files locally using AI and export to SRT or VTT?
    you: not recommended
    AI recommended (in order):
    1. Whisper (OpenAI)
    2. whisper-jax
    3. whisper-ctranslate2
    4. Original OpenAI Whisper Python package
    5. insanely-fast-whisper
    6. faster-whisper
    7. Vosk
    8. Mozilla DeepSpeech

    AI recommended 8 alternatives but never named thewh1teagle/vibe. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • 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 thewh1teagle/vibe?
    pass
    AI named thewh1teagle/vibe explicitly

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

  • If a team adopts thewh1teagle/vibe in production, what risks or prerequisites should they evaluate first?
    pass
    AI named thewh1teagle/vibe 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 thewh1teagle/vibe solve, and who is the primary audience?
    pass
    AI named thewh1teagle/vibe 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 thewh1teagle/vibe. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/thewh1teagle/vibe.svg)](https://repogeo.com/en/r/thewh1teagle/vibe)
HTML
<a href="https://repogeo.com/en/r/thewh1teagle/vibe"><img src="https://repogeo.com/badge/thewh1teagle/vibe.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

thewh1teagle/vibe — 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