RRepoGEO

REPOGEO REPORT · LITE

ogkalu2/comic-translate

Default branch main · commit 4449d791 · scanned 5/14/2026, 2:07:18 PM

GitHub: 2,711 stars · 299 forks

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 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 README intro to emphasize 'app' and 'automation'

    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 a powerful, fully automated AI application for translating comics, manga, and more across multiple languages and formats (Images, PDF, EPUB, CBR, CBZ). It leverages State-of-the-Art (SOTA) Large Language Models (LLMs) like GPT to deliver superior, context-aware translations, going beyond generic tools to support diverse comic types.
  • mediumcomparison#2
    Add a 'Why Comic Translate?' or 'Comparison' section to README

    Why:

    COPY-PASTE FIX
    Add a new section, e.g., `## Why Comic Translate?` or `## Beyond Generic Translators`, explaining how it differs from general translation tools (Google Translate, DeepL) and OCR tools (ABBYY FineReader) by offering a complete, automated pipeline for comic-specific translation, inpainting, and rendering using SOTA LLMs.
  • lowreadme#3
    Add a dedicated 'Features' section to the README

    Why:

    COPY-PASTE FIX
    Add a `## Features` section to the README, listing key capabilities such as: "Leverages SOTA LLMs (GPT-4, etc.) for superior translation quality", "Supports multiple comic formats (Images, PDF, EPUB, CBR, CBZ)", "Fully automated text detection, inpainting, translation, and rendering", "Multi-language support for input and output", "User-friendly GUI".

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 3 of 2 queries
COMPETITOR LEADERBOARD
  1. Google Translate · recommended 3×
  2. Manga Translator · recommended 1×
  3. ABBYY FineReader · recommended 1×
  4. Google Keep's Image to Text · recommended 1×
  5. DeepL Translator · recommended 1×
  • CATEGORY QUERY
    How to automatically translate manga and comic books from various languages?
    you: not recommended
    AI recommended (in order):
    1. Manga Translator
    2. ABBYY FineReader
    3. Google Keep's Image to Text
    4. DeepL Translator
    5. Google Lens
    6. Google Translate
    7. ComicFlow
    8. Adobe Photoshop
    9. GIMP
    10. DeepL
    11. Google Translate

    AI recommended 11 alternatives but never named ogkalu2/comic-translate. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best AI tools for translating text in comic images and PDFs?
    you: not recommended
    AI recommended (in order):
    1. DeepL Pro
    2. Google Translate
    3. Adobe Acrobat Pro DC
    4. ABBYY FineReader PDF
    5. DocTranslator.com
    6. Yandex Translate

    AI recommended 6 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 did not name ogkalu2/comic-translate — 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 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