RRepoGEO

REPOGEO REPORT · LITE

MashiroSaber03/Saber-Translator

Default branch main · commit 0a7367ad · scanned 6/18/2026, 6:07:04 AM

GitHub: 3,301 stars · 115 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
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
  • highreadme#1
    Add a direct statement about manga translation in the README's opening

    Why:

    COPY-PASTE FIX
    Add this sentence immediately after the H1 title: 'Saber-Translator is an AI-powered desktop application specifically designed for translating Japanese comic images (manga) into Chinese, enabling enthusiasts to read original Japanese comics effortlessly.'
  • hightopics#2
    Add relevant topics to the repository

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    manga-translator, comic-translation, ai-translation, ocr, image-processing, japanese-to-chinese, desktop-app, python
  • mediumhomepage#3
    Set the repository homepage URL

    Why:

    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
Manga Translator
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Manga Translator · recommended 2×
  2. Google Translate · recommended 2×
  3. Adobe Photoshop · recommended 2×
  4. GIMP · recommended 2×
  5. Tesseract · recommended 1×
  • CATEGORY QUERY
    What AI tools can help translate Japanese comic images into readable Chinese text?
    you: not recommended
    AI recommended (in order):
    1. Manga Translator
    2. Tesseract
    3. DeepL Pro
    4. ABBYY FineReader PDF
    5. ABBYY FineReader Engine SDK
    6. Google Cloud Vision AI
    7. Google Translate
    8. Adobe Photoshop
    9. GIMP
    10. OpenCV
    11. Pillow
    12. ComicTrans
    13. PaddleOCR
    14. EasyOCR

    AI recommended 14 alternatives but never named MashiroSaber03/Saber-Translator. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for software to automatically translate text bubbles in scanned comics and remove original language.
    you: not recommended
    AI recommended (in order):
    1. Manga Translator
    2. Scanlation Editor (by TheMangaReader)
    3. Manga OCR
    4. ABBYY FineReader
    5. DeepL
    6. Google Translate
    7. Adobe Photoshop
    8. GIMP
    9. Comic Translator (by Fandom)
    10. Krita
    11. Tesseract OCR

    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