RRepoGEO

REPOGEO REPORT · LITE

ogkalu2/comic-translate

Default branch main · commit f81c6b12 · scanned 6/25/2026, 3:22:04 AM

GitHub: 2,809 stars · 313 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)

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

AI VISIBILITY SCORE
40 /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
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 ogkalu2/comic-translate, 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 introductory paragraph to emphasize its nature as an integrated application

    Why:

    CURRENT
    Many Automatic Manga Translators exist. Very few properly support comics of other kinds in other languages. This project was created to utilize the ability of State of the Art (SOTA) Large Language Models (LLMs) like GPT and translate comics from all over the world.
    COPY-PASTE FIX
    Comic Translate is an AI-powered desktop application and browser extension for automatically translating comics, manga, manhwa, BDs, and fumetti. It leverages State-of-the-Art (SOTA) Large Language Models (LLMs) to provide a complete, integrated solution for translating comics from all over the world, supporting multiple languages and formats (Images, PDF, EPUB, CBR, CBZ etc).
  • mediumcomparison#2
    Add a dedicated comparison section to the README

    Why:

    COPY-PASTE FIX
    Add a new section, e.g., '## Why Comic Translate? (vs. generic tools/APIs)' or '## Comparison with Alternatives'. This section should highlight its unique value proposition as an integrated app/extension, contrasting it with general-purpose APIs (like Google Translate, Amazon Textract) and individual libraries (like Manga-OCR, Lama Cleaner).
  • lowtopics#3
    Add specific topics to clarify the project's form factor

    Why:

    CURRENT
    anime, comics, computer-vision, deep-learning, gui, inpainting, machine-translation, manga, manhua, manhwa, neural-network, ocr, pyside6, python, pytorch, segmentation, text-detection, text-segmentation, translation, webtoons
    COPY-PASTE FIX
    anime, comics, computer-vision, deep-learning, gui, inpainting, machine-translation, manga, manhua, manhwa, neural-network, ocr, pyside6, python, pytorch, segmentation, text-detection, text-segmentation, translation, webtoons, desktop-app, browser-extension

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 ogkalu2/comic-translate
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Google Translate
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Google Translate · recommended 2×
  2. Google Cloud Vision AI · recommended 1×
  3. Google Cloud Translation · recommended 1×
  4. Amazon Textract · recommended 1×
  5. Amazon Translate · recommended 1×
  • CATEGORY QUERY
    How can I automatically translate text within comic book images and PDFs to different languages?
    you: not recommended
    AI recommended (in order):
    1. Google Cloud Vision AI
    2. Google Cloud Translation
    3. Amazon Textract
    4. Amazon Translate
    5. Microsoft Azure Cognitive Services
    6. Azure Computer Vision
    7. Translator Text API
    8. DeepL
    9. Tesseract OCR
    10. ABBYY FineReader PDF
    11. DocTranslator.com
    12. Google Translate
    13. Yandex Translate

    AI recommended 13 alternatives but never named ogkalu2/comic-translate. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a Python library to perform OCR, inpainting, and machine translation for manga.
    you: not recommended
    AI recommended (in order):
    1. Manga-OCR
    2. DeepL API
    3. Lama Cleaner
    4. Stable Diffusion Inpainting
    5. Automatic1111
    6. Diffusers library
    7. PaddleOCR
    8. Google Cloud Translation API
    9. Tesseract
    10. pytesseract
    11. Google Translate
    12. googletrans
    13. OpenCV
    14. EasyOCR
    15. MyMemory Translation API
    16. Donut (Document Understanding Transformer)

    AI recommended 16 alternatives but never named ogkalu2/comic-translate. 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 ogkalu2/comic-translate?
    pass
    AI named ogkalu2/comic-translate explicitly

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

  • If a team adopts ogkalu2/comic-translate in production, what risks or prerequisites should they evaluate first?
    pass
    AI named ogkalu2/comic-translate 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 ogkalu2/comic-translate solve, and who is the primary audience?
    pass
    AI named ogkalu2/comic-translate explicitly

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

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ogkalu2/comic-translate — 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