RRepoGEO

REPOGEO REPORT · LITE

xunbu/docutranslate

Default branch main · commit e1eebbbc · scanned 5/19/2026, 5:07:17 PM

GitHub: 1,054 stars · 157 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 xunbu/docutranslate, 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
    Clarify README's opening sentence to emphasize local, format-preserving translation

    Why:

    CURRENT
    A lightweight local file translation tool based on Large Language Models.
    COPY-PASTE FIX
    DocuTranslate is a powerful local document translation tool that uses Large Language Models to translate complex file formats like PDFs, Word, and Excel, with a strong focus on preserving original formatting, tables, formulas, and code.
  • hightopics#2
    Expand and refine repository topics

    Why:

    CURRENT
    file-transla, llm, pdf-converter, pdf-translator, translate
    COPY-PASTE FIX
    document-translation, llm-tool, local-translation, format-preservation, technical-documents, pdf-translation, word-translation, excel-translation, epub-translation, subtitle-translation
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://pypi.org/project/docutranslate/

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 xunbu/docutranslate
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 Cloud Translation · recommended 1×
  3. Microsoft Azure AI Translator · recommended 1×
  4. OpenAI API · recommended 1×
  5. PyPDF2 · recommended 1×
  • CATEGORY QUERY
    How can I translate various document formats like PDFs and Word files using large language models?
    you: not recommended
    AI recommended (in order):
    1. DeepL Pro
    2. Google Cloud Translation
    3. Microsoft Azure AI Translator
    4. OpenAI API
    5. PyPDF2
    6. pdfminer.six
    7. python-docx
    8. Tesseract
    9. pytesseract
    10. Google Cloud Vision AI
    11. Azure AI Vision
    12. Amazon Translate
    13. Amazon Textract
    14. Hugging Face Transformers

    AI recommended 14 alternatives but never named xunbu/docutranslate. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools are available for translating technical documents, including embedded tables, formulas, and code snippets?
    you: not recommended
    AI recommended (in order):
    1. SDL Trados Studio
    2. MemoQ
    3. Memsource (now Phrase TMS)
    4. Smartcat
    5. OmegaT
    6. DeepL Pro

    AI recommended 6 alternatives but never named xunbu/docutranslate. 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 xunbu/docutranslate?
    pass
    AI named xunbu/docutranslate explicitly

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

  • If a team adopts xunbu/docutranslate in production, what risks or prerequisites should they evaluate first?
    pass
    AI named xunbu/docutranslate 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 xunbu/docutranslate solve, and who is the primary audience?
    pass
    AI named xunbu/docutranslate 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 xunbu/docutranslate. 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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xunbu/docutranslate — 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