RRepoGEO

REPOGEO REPORT · LITE

buxuku/SmartSub

Default branch main · commit eb973af5 · scanned 5/12/2026, 4:57:37 PM

GitHub: 3,876 stars · 261 forks

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 buxuku/SmartSub, 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 and opening sentence to emphasize 'desktop application' and 'batch processing'

    Why:

    CURRENT
    # 🚀 妙幕 / SmartSub

<div align="center">
...
</div>

**让每一帧画面都能美妙地表达**

智能音视频字幕生成与多语言翻译批量化解决方案
    COPY-PASTE FIX
    # 🚀 妙幕 / SmartSub: 智能跨平台桌面工具，用于批量生成和翻译音视频字幕

<div align="center">
...
</div>

**妙幕是一款智能跨平台桌面应用程序，专为音视频字幕的批量生成与多语言翻译而设计。**
  • mediumtopics#2
    Add more specific topics to improve categorization

    Why:

    CURRENT
    deepseek, electron, nodejs, ollama, openai, subtitle, translate, whisper, whisper-cpp
    COPY-PASTE FIX
    deepseek, electron, nodejs, ollama, openai, subtitle, translate, whisper, whisper-cpp, desktop-app, batch-processing, offline, transcription, video-subtitles
  • lowreadme#3
    Add an explicit introductory sentence to the 'Features' section

    Why:

    CURRENT
    ## 💥特性

它保留了之前 VideoSubtitleGenerator 这个命令行工具的全部特性，并新增了以下功能:
    COPY-PASTE FIX
    ## 💥特性

作为一款强大的跨平台桌面应用，妙幕专注于提供高效的本地批量音视频字幕处理方案。它保留了之前 VideoSubtitleGenerator 这个命令行工具的全部特性，并新增了以下功能:

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 buxuku/SmartSub
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Aegisub/Aegisub
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Aegisub/Aegisub · recommended 2×
  2. openai/whisper · recommended 1×
  3. chidiwilliams/whisper-desktop · recommended 1×
  4. m-bain/whisperX · recommended 1×
  5. alphacep/vosk-api · recommended 1×
  • CATEGORY QUERY
    How to automatically generate and translate subtitles for multiple video files locally?
    you: not recommended
    AI recommended (in order):
    1. Whisper (OpenAI) (openai/whisper)
    2. Whisper Desktop (chidiwilliams/whisper-desktop)
    3. WhisperX (m-bain/whisperX)
    4. Vosk (alphacep/vosk-api)
    5. Subler (DamianG/Subler)
    6. Aegisub (Aegisub/Aegisub)
    7. FFmpeg (FFmpeg/FFmpeg)

    AI recommended 7 alternatives but never named buxuku/SmartSub. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best cross-platform desktop tools for transcribing audio and translating captions?
    you: not recommended
    AI recommended (in order):
    1. Trint
    2. Happy Scribe
    3. Descript
    4. DeepL
    5. Google Translate
    6. Aegisub (Aegisub/Aegisub)
    7. Otter.ai
    8. Subtitle Edit (SubtitleEdit/subtitleedit)
    9. Veed.io

    AI recommended 9 alternatives but never named buxuku/SmartSub. 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 buxuku/SmartSub?
    pass
    AI named buxuku/SmartSub explicitly

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

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

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

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buxuku/SmartSub — 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