RRepoGEO

REPOGEO REPORT · LITE

m1guelpf/auto-subtitle

Default branch main · commit 124ccb1a · scanned 6/27/2026, 7:08:01 AM

GitHub: 2,247 stars · 364 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/auto-subtitle, 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 to clarify its category and audience

    Why:

    CURRENT
    # Automatic subtitles in your videos
    COPY-PASTE FIX
    # auto-subtitle: Local, Open-Source CLI for Automatic Video Subtitles with Whisper & FFmpeg
  • mediumabout#2
    Add a homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    https://github.com/m1guelpf/auto-subtitle
  • mediumreadme#3
    Add a 'Why auto-subtitle?' or 'Differentiators' section to the README

    Why:

    COPY-PASTE FIX
    ## Why auto-subtitle?

Unlike commercial cloud services or complex video editing suites, `auto-subtitle` provides a completely local, open-source, and command-line driven solution for high-quality subtitle generation and burning. It leverages the power of OpenAI's Whisper and FFmpeg directly on your machine, offering privacy and control without subscription fees.

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/auto-subtitle
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. Descript · recommended 2×
  3. Adobe Premiere Pro · recommended 2×
  4. Trint · recommended 1×
  5. Rev.com · recommended 1×
  • CATEGORY QUERY
    How can I automatically add accurate subtitles to my video files?
    you: not recommended
    AI recommended (in order):
    1. Happy Scribe
    2. Trint
    3. Descript
    4. Rev.com
    5. Veed.io
    6. Kapwing
    7. Adobe Premiere Pro

    AI recommended 7 alternatives but never named m1guelpf/auto-subtitle. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools are available for transcribing video audio and burning captions into the output?
    you: not recommended
    AI recommended (in order):
    1. DaVinci Resolve
    2. Adobe Premiere Pro
    3. Happy Scribe
    4. VEED.IO
    5. CapCut
    6. Descript

    AI recommended 6 alternatives but never named m1guelpf/auto-subtitle. 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/auto-subtitle?
    pass
    AI did not name m1guelpf/auto-subtitle — 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/auto-subtitle in production, what risks or prerequisites should they evaluate first?
    pass
    AI named m1guelpf/auto-subtitle 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/auto-subtitle solve, and who is the primary audience?
    pass
    AI named m1guelpf/auto-subtitle 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 m1guelpf/auto-subtitle. 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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m1guelpf/auto-subtitle — 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