RRepoGEO

REPOGEO REPORT · LITE

deusyu/translate-book

Default branch main · commit 1bc44076 · scanned 6/10/2026, 7:43:48 AM

GitHub: 758 stars · 94 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 deusyu/translate-book, 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:

    COPY-PASTE FIX
    ai-translation, llm-agents, claude-ai, pdf-translation, epub-translation, docx-translation, developer-tool, automation, book-translation
  • highreadme#2
    Reposition README's opening to emphasize 'developer framework'

    Why:

    CURRENT
    Claude Code skill that translates entire books (PDF/DOCX/EPUB) into any language using parallel subagents.
    COPY-PASTE FIX
    A **developer framework** (Claude Code skill) for automating entire book (PDF/DOCX/EPUB) translation into any language using parallel AI subagents.
  • mediumreadme#3
    Highlight the open-source nature in the README

    Why:

    COPY-PASTE FIX
    This project is open-source and available under the MIT License, providing a flexible and transparent solution for AI-powered book translation.

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 deusyu/translate-book
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
DeepL Pro
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. DeepL Pro · recommended 2×
  2. Google Translate · recommended 2×
  3. Microsoft Translator · recommended 2×
  4. Adobe Acrobat Pro DC · recommended 1×
  5. DocTranslator · recommended 1×
  • CATEGORY QUERY
    How can I translate a full PDF book into a different language using AI?
    you: not recommended
    AI recommended (in order):
    1. DeepL Pro
    2. Google Translate
    3. Adobe Acrobat Pro DC
    4. Microsoft Translator
    5. DocTranslator
    6. Translate.com

    AI recommended 6 alternatives but never named deusyu/translate-book. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a tool to translate entire documents like EPUBs or DOCX files quickly and accurately.
    you: not recommended
    AI recommended (in order):
    1. DeepL Pro
    2. Google Translate
    3. Google Cloud Translation API
    4. Microsoft Translator
    5. SDL Trados Studio
    6. Smartcat

    AI recommended 6 alternatives but never named deusyu/translate-book. 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 deusyu/translate-book?
    pass
    AI named deusyu/translate-book explicitly

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

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

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

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deusyu/translate-book — 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