RRepoGEO

REPOGEO REPORT · LITE

MashiroSaber03/Saber-Translator

Default branch main · commit 0b502963 · scanned 5/8/2026, 2:27:30 PM

GitHub: 3,127 stars · 107 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 MashiroSaber03/Saber-Translator, 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
  • hightopics#1
    Add relevant topics to improve categorization

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    manga-translation, ai-translation, ocr, image-translation, pdf-translation, japanese-manga, comic-translation, desktop-app
  • highreadme#2
    Reposition README's opening to explicitly state 'manga translation tool'

    Why:

    CURRENT
    <p align="center">
    ✨ 你的专属 AI 漫画翻译与管理神器，集翻译、编辑、书架管理、智能分析于一体！✨
</p>
    COPY-PASTE FIX
    <p align="center">
    ✨ Saber-Translator 是一款小白也能轻松使用的 AI 漫画翻译工具，旨在帮助漫画爱好者轻松跨越语言障碍，畅享原汁原味的日文漫画。✨
</p>
  • mediumhomepage#3
    Add the project's homepage URL to the repository metadata

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    http://www.mashirosaber.top

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 MashiroSaber03/Saber-Translator
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
DeepL
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. DeepL · recommended 2×
  2. Manga Translator · recommended 1×
  3. Screen Translator · recommended 1×
  4. Google Cloud Vision API · recommended 1×
  5. Google Translate API · recommended 1×
  • CATEGORY QUERY
    How can I automatically translate Japanese manga images into readable Chinese text?
    you: not recommended
    AI recommended (in order):
    1. Manga Translator
    2. Screen Translator
    3. Google Cloud Vision API
    4. Google Translate API
    5. DeepL
    6. ABBYY FineReader
    7. Adobe Photoshop
    8. GIMP

    AI recommended 8 alternatives but never named MashiroSaber03/Saber-Translator. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an AI tool to translate text from manga PDFs and image files.
    you: not recommended
    AI recommended (in order):
    1. Manga Translator by DeepL
    2. Scanlation Lab
    3. DeepL
    4. Adobe Acrobat Pro DC
    5. Google Keep
    6. ABBYY FineReader PDF
    7. DeepL Translator
    8. Google Translate
    9. Microsoft Translator
    10. Textractor
    11. Yandex Translate

    AI recommended 11 alternatives but never named MashiroSaber03/Saber-Translator. 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 MashiroSaber03/Saber-Translator?
    pass
    AI named MashiroSaber03/Saber-Translator explicitly

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

  • If a team adopts MashiroSaber03/Saber-Translator in production, what risks or prerequisites should they evaluate first?
    pass
    AI named MashiroSaber03/Saber-Translator 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 MashiroSaber03/Saber-Translator solve, and who is the primary audience?
    pass
    AI named MashiroSaber03/Saber-Translator explicitly

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

Embed your GEO score

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MARKDOWN (README)
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MashiroSaber03/Saber-Translator — 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