RRepoGEO

REPOGEO REPORT · LITE

buxuku/VideoSubtitleGenerator

Default branch main · commit 08be4b92 · scanned 6/8/2026, 1:02:32 AM

GitHub: 860 stars · 60 forks

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 buxuku/VideoSubtitleGenerator, 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 to clarify CLI nature and relationship to SmartSub

    Why:

    CURRENT
    # 批量为视频生成字幕文件，并翻译成其它语言

> [!IMPORTANT]  
> 🧨 💥 🎉 本项目是一个命令行工具，但非常荣幸得到了很多朋友的支持，也给我了很大的鼓舞，因此，我基于它制作了一款客户端工具，让大家能够更加方便地使用，也方便一部分不熟悉代码配置的朋友也能使用该工具。
> 
> 欢迎大家移步 SmartSub 以获得更加便捷的使用体验
> 

做这个小工具的初衷：
    COPY-PASTE FIX
    # VideoSubtitleGenerator: 批量为本地视频生成字幕文件，并翻译成其它语言 (命令行工具)

本项目是一个强大的**跨平台命令行工具 (CLI)**，用于批量为本地视频文件生成字幕，并可将字幕翻译成多种语言。它利用 `whisper.cpp` 进行高效的本地语音转文本，并支持多种翻译API。

> [!TIP]  
> 如果您更倾向于图形界面操作，本项目已有一个基于此核心功能开发的客户端工具 **SmartSub**，提供更便捷的用户体验。欢迎移步 [SmartSub](https://github.com/buxuku/SmartSub) 获取。

---

**做这个小工具的初衷：**
  • mediumtopics#2
    Add more specific topics for CLI, batch, and local processing

    Why:

    CURRENT
    subtitle, translate, whisper, whisper-cpp
    COPY-PASTE FIX
    subtitle-generator, video-transcription, batch-processing, local-processing, cli-tool, whisper-ai, multilingual-subtitles, offline-transcription
  • lowhomepage#3
    Add homepage URL to repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/buxuku/VideoSubtitleGenerator

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/VideoSubtitleGenerator
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 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Happy Scribe · recommended 1×
  2. Trint · recommended 1×
  3. Google Cloud Speech-to-Text API · recommended 1×
  4. Google Translate API · recommended 1×
  5. ffmpeg · recommended 1×
  • CATEGORY QUERY
    How to automatically generate and translate subtitles for a batch of local video files?
    you: not recommended
    AI recommended (in order):
    1. Happy Scribe
    2. Trint
    3. Google Cloud Speech-to-Text API
    4. Google Translate API
    5. ffmpeg
    6. pysrt
    7. webvtt-py
    8. Whisper (OpenAI)
    9. Argos Translate
    10. Hugging Face Transformers
    11. VEED.IO
    12. Kapwing
    13. Subtitle Edit
    14. DeepL

    AI recommended 14 alternatives but never named buxuku/VideoSubtitleGenerator. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a desktop tool to transcribe and translate video subtitles locally using Whisper models.
    you: not recommended
    AI recommended (in order):
    1. Whisper Desktop
    2. MacWhisper
    3. WhisperX
    4. WhisperX GUI
    5. Buzz
    6. Subtitles Edit

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

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buxuku/VideoSubtitleGenerator — 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