RRepoGEO

REPOGEO REPORT · LITE

bookfere/Ebook-Translator-Calibre-Plugin

Default branch master · commit 2232a793 · scanned 5/9/2026, 11:42:17 AM

GitHub: 2,479 stars · 183 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 bookfere/Ebook-Translator-Calibre-Plugin, 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
    Emphasize Calibre integration in README's opening

    Why:

    CURRENT
    A Calibre plugin to translate ebook into a specified language.
    COPY-PASTE FIX
    Ebook Translator is a powerful Calibre plugin that seamlessly integrates AI-powered translation directly into your ebook management workflow, allowing you to translate ebooks into any language without leaving Calibre.
  • mediumtopics#2
    Add more specific topics for ebook and AI translation

    Why:

    CURRENT
    bilingual, calibre, calibre-plugin, chatgpt, deepl, epub, kindle, openai, translate, translator
    COPY-PASTE FIX
    bilingual, calibre, calibre-plugin, chatgpt, deepl, epub, kindle, openai, translate, translator, ebook-translation, ai-translation, book-translation, calibre-ebooks
  • lowreadme#3
    Add a 'Why Ebook Translator?' section to README

    Why:

    COPY-PASTE FIX
    ## Why Ebook Translator?
Unlike general translation services or standalone tools, Ebook Translator provides deep, seamless integration directly within Calibre, allowing you to translate entire ebook collections with advanced features like caching, custom engines, and batch processing, all without disrupting your existing ebook management workflow.

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 bookfere/Ebook-Translator-Calibre-Plugin
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. Calibre · recommended 2×
  4. OmegaT · recommended 1×
  5. memoQ · recommended 1×
  • CATEGORY QUERY
    How can I translate my ebook collection into another language efficiently?
    you: not recommended
    AI recommended (in order):
    1. DeepL Pro
    2. Google Translate
    3. OmegaT
    4. memoQ
    5. Trados Studio
    6. Calibre
    7. Sigil

    AI recommended 7 alternatives but never named bookfere/Ebook-Translator-Calibre-Plugin. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools integrate with ebook managers to provide AI-powered translation for books?
    you: not recommended
    AI recommended (in order):
    1. DeepL Pro
    2. Calibre
    3. Google Translate
    4. LingoCloud
    5. Readlang Web Reader
    6. Amazon Kindle
    7. Amazon Translate
    8. Microsoft Translator
    9. Yandex Translate

    AI recommended 9 alternatives but never named bookfere/Ebook-Translator-Calibre-Plugin. 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 bookfere/Ebook-Translator-Calibre-Plugin?
    pass
    AI did not name bookfere/Ebook-Translator-Calibre-Plugin — 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 bookfere/Ebook-Translator-Calibre-Plugin in production, what risks or prerequisites should they evaluate first?
    pass
    AI named bookfere/Ebook-Translator-Calibre-Plugin 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 bookfere/Ebook-Translator-Calibre-Plugin solve, and who is the primary audience?
    pass
    AI named bookfere/Ebook-Translator-Calibre-Plugin explicitly

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

Embed your GEO score

Drop this badge into the README of bookfere/Ebook-Translator-Calibre-Plugin. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite