RRepoGEO

REPOGEO REPORT · LITE

m1guelpf/yt-whisper

Default branch main · commit 0190e7e3 · scanned 6/24/2026, 6:32:47 PM

GitHub: 1,443 stars · 146 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)

3 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

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 m1guelpf/yt-whisper, 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's opening to highlight open-source CLI nature

    Why:

    CURRENT
    This repository uses `yt-dlp` and OpenAI's Whisper to generate subtitle files for any youtube video.
    COPY-PASTE FIX
    This repository provides `yt-whisper`, a free and open-source command-line tool that uses `yt-dlp` and OpenAI's Whisper to generate high-quality subtitle files for any YouTube video locally.
  • mediumhomepage#2
    Add repository URL as homepage

    Why:

    COPY-PASTE FIX
    https://github.com/m1guelpf/yt-whisper
  • mediumtopics#3
    Add topics to reinforce tool type and open-source nature

    Why:

    CURRENT
    ffmpeg, openai, openai-whisper, subtitles, subtitles-generated, transcribe, whisper, youtube, youtube-dl
    COPY-PASTE FIX
    ffmpeg, openai, openai-whisper, subtitles, subtitles-generated, transcribe, whisper, youtube, youtube-dl, cli, python, open-source

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 m1guelpf/yt-whisper
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Happy Scribe
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Happy Scribe · recommended 2×
  2. VEED.IO · recommended 2×
  3. Descript · recommended 2×
  4. YouTube's Built-in Automatic Captions · recommended 1×
  5. Rev.com · recommended 1×
  • CATEGORY QUERY
    How can I automatically generate accurate subtitles for YouTube videos using a simple tool?
    you: not recommended
    AI recommended (in order):
    1. YouTube's Built-in Automatic Captions
    2. Happy Scribe
    3. VEED.IO
    4. Descript
    5. Rev.com
    6. Kapwing

    AI recommended 6 alternatives but never named m1guelpf/yt-whisper. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best tools for transcribing audio from online videos into text?
    you: not recommended
    AI recommended (in order):
    1. Happy Scribe
    2. Trint
    3. Descript
    4. Rev
    5. Otter.ai
    6. VEED.IO
    7. Google Cloud Speech-to-Text

    AI recommended 7 alternatives but never named m1guelpf/yt-whisper. 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 m1guelpf/yt-whisper?
    pass
    AI did not name m1guelpf/yt-whisper — 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 m1guelpf/yt-whisper in production, what risks or prerequisites should they evaluate first?
    pass
    AI named m1guelpf/yt-whisper 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 m1guelpf/yt-whisper solve, and who is the primary audience?
    pass
    AI named m1guelpf/yt-whisper explicitly

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

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m1guelpf/yt-whisper — 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