RRepoGEO

REPOGEO REPORT · LITE

hgmzhn/manga-translator-ui

Default branch main · commit 5860e750 · scanned 5/29/2026, 4:17:00 AM

GitHub: 1,725 stars · 84 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 hgmzhn/manga-translator-ui, 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 the README's opening paragraph to highlight core features

    Why:

    CURRENT
    一键翻译漫画图片中的文字，支持日漫、韩漫、美漫，黑白漫和彩漫均可识别。自动检测、翻译、嵌字，支持日语、中文、英语等多种语言，内置可视化编辑器可调整文本框。
    COPY-PASTE FIX
    **manga-translator-ui** 是一款基于 AI 的开源漫画翻译工具，提供一键式自动翻译日/韩/美漫图片中的文字。它内置 OpenAI、Gemini 等多种翻译引擎，并配备可视化编辑器，让用户能自由调整文本样式和嵌字。开箱即用，支持多语言 OCR 和高质量翻译。
  • mediumtopics#2
    Correct typo and add more specific topics

    Why:

    CURRENT
    automated-translation, comic-translation, gemini, image-translator, machine-translation, manga-translato, ocr, openai, python, scanlation
    COPY-PASTE FIX
    automated-translation, comic-translation, gemini, image-translator, machine-translation, manga-translator, ocr, openai, python, scanlation, visual-editor, gui
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    Add the official project homepage URL here (e.g., a dedicated project site or a comprehensive documentation page).

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 hgmzhn/manga-translator-ui
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. GIMP · recommended 2×
  4. Photoshop · recommended 1×
  5. DeepL Translator · recommended 1×
  • CATEGORY QUERY
    How can I automatically translate manga images from Japanese to English with an AI tool?
    you: not recommended
    AI recommended (in order):
    1. Manga Translator
    2. Google Translate
    3. Photoshop
    4. GIMP
    5. DeepL Translator
    6. Capture2Text
    7. ComicScreen
    8. Panels
    9. Tachiyomi

    AI recommended 9 alternatives but never named hgmzhn/manga-translator-ui. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What open-source tools provide AI-powered comic translation with a visual text editor?
    you: not recommended
    AI recommended (in order):
    1. Manga Translator
    2. GIMP
    3. Krita
    4. Google Translate
    5. DeepL
    6. Comic-Speech-Bubble-Detector
    7. Tesseract OCR
    8. Hugging Face Transformers
    9. Helsinki-NLP/opus-mt-en-ja
    10. LLaVA
    11. DocTR
    12. MarianMT

    AI recommended 12 alternatives but never named hgmzhn/manga-translator-ui. 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 hgmzhn/manga-translator-ui?
    pass
    AI named hgmzhn/manga-translator-ui explicitly

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

  • If a team adopts hgmzhn/manga-translator-ui in production, what risks or prerequisites should they evaluate first?
    pass
    AI named hgmzhn/manga-translator-ui 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 hgmzhn/manga-translator-ui solve, and who is the primary audience?
    pass
    AI did not name hgmzhn/manga-translator-ui — 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?

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hgmzhn/manga-translator-ui — 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