RRepoGEO

REPOGEO REPORT · LITE

buxuku/SmartSub

Default branch main · commit a17aa758 · scanned 6/23/2026, 1:27:02 AM

GitHub: 4,039 stars · 273 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)

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

AI VISIBILITY SCORE
33 /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
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/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 opening to highlight desktop app and local processing

    Why:

    CURRENT
    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
    SmartSub is a cross-platform desktop application that provides an intelligent, local, and batch-processed solution for audio/video subtitle generation and multi-language translation.
  • mediumtopics#2
    Add specific topics for desktop app and batch processing

    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, cross-platform, batch-processing, offline-processing, local-processing, transcription
  • mediumcomparison#3
    Add a 'Why SmartSub?' or comparison section to the README

    Why:

    COPY-PASTE FIX
    ## ✨ Why SmartSub?

Unlike many online services, SmartSub processes all your audio and video files locally on your desktop, ensuring privacy and faster speeds without upload limits. While command-line tools offer flexibility, SmartSub provides a user-friendly cross-platform graphical interface for batch subtitle generation and translation, making advanced AI capabilities accessible to everyone.

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
Whisper
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Whisper · recommended 1×
  2. Argos Translate · recommended 1×
  3. DeepL CLI · recommended 1×
  4. Google Translate CLI · recommended 1×
  5. whisper-ctranslate2 · recommended 1×
  • CATEGORY QUERY
    How can I automatically generate and translate subtitles for multiple video files locally?
    you: not recommended
    AI recommended (in order):
    1. Whisper
    2. Argos Translate
    3. DeepL CLI
    4. Google Translate CLI
    5. whisper-ctranslate2
    6. openai-whisper
    7. Vosk
    8. Subtitle Edit
    9. Aegisub
    10. PyTube
    11. Googletrans

    AI recommended 11 alternatives but never named buxuku/SmartSub. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a desktop application to transcribe audio to text and translate captions in batches.
    you: not recommended
    AI recommended (in order):
    1. Trint
    2. Happy Scribe
    3. Amberscript
    4. Descript
    5. Veed.io
    6. Subtitle Edit (SubtitleEdit/subtitleedit)

    AI recommended 6 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 did not name buxuku/SmartSub — 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/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?

Embed your GEO score

Drop this badge into the README of buxuku/SmartSub. 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/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