RRepoGEO

REPOGEO REPORT · LITE

HiMeditator/auto-caption

Default branch main · commit 928c72d6 · scanned 6/7/2026, 3:51:50 PM

GitHub: 551 stars · 36 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 HiMeditator/auto-caption, 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 'desktop application' in the README's opening sentence

    Why:

    CURRENT
    Auto Caption 是一个跨平台的实时字幕显示软件。
    COPY-PASTE FIX
    Auto Caption 是一个跨平台的实时字幕显示桌面软件。
  • mediumhomepage#2
    Add the repository URL as the homepage

    Why:

    COPY-PASTE FIX
    https://github.com/HiMeditator/auto-caption
  • mediumtopics#3
    Add 'desktop-app' and 'offline-transcription' to topics

    Why:

    CURRENT
    asr, audio2text, captions, electron, python, real-time, subtitles
    COPY-PASTE FIX
    asr, audio2text, captions, electron, python, real-time, subtitles, desktop-app, offline-transcription

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 HiMeditator/auto-caption
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Otter.ai
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Otter.ai · recommended 2×
  2. Google Chrome Live Caption · recommended 1×
  3. Windows 11 Live Captions · recommended 1×
  4. macOS Live Captions · recommended 1×
  5. OBS Studio · recommended 1×
  • CATEGORY QUERY
    How can I display real-time captions for live audio input on my desktop?
    you: not recommended
    AI recommended (in order):
    1. Google Chrome Live Caption
    2. Windows 11 Live Captions
    3. macOS Live Captions
    4. OBS Studio
    5. StreamFX
    6. Closed Captioning Plugin
    7. Otter.ai
    8. Microsoft Teams
    9. Zoom

    AI recommended 9 alternatives but never named HiMeditator/auto-caption. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a cross-platform desktop app to transcribe audio to text with translation features.
    you: not recommended
    AI recommended (in order):
    1. Happy Scribe
    2. Trint
    3. Amberscript
    4. Descript
    5. Otter.ai
    6. Veed.io

    AI recommended 6 alternatives but never named HiMeditator/auto-caption. 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 HiMeditator/auto-caption?
    pass
    AI named HiMeditator/auto-caption explicitly

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

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

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

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MARKDOWN (README)
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HiMeditator/auto-caption — 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