RRepoGEO

REPOGEO REPORT · LITE

guaguastandup/zotero-pdf2zh

Default branch main · commit 79057f8f · scanned 5/25/2026, 3:26:44 PM

GitHub: 4,373 stars · 175 forks

AI VISIBILITY SCORE
28 /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
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 guaguastandup/zotero-pdf2zh, 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Strengthen the README's opening sentence to clarify its core function

    Why:

    CURRENT
    在Zotero中使用PDF2zh和PDF2zh_next
    COPY-PASTE FIX
    Zotero PDF2zh是一款专为Zotero设计的插件，旨在解决Zotero在处理中文PDF文献时，默认提取器无法准确识别中文文本的问题，并提供高效的PDF中文翻译功能，尤其适用于学术研究。
  • mediumhomepage#2
    Add the project documentation URL as the repository homepage

    Why:

    COPY-PASTE FIX
    https://zotero-pdf2zh.github.io

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 guaguastandup/zotero-pdf2zh
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. Microsoft Translator · recommended 2×
  3. DeepL Pro · recommended 1×
  4. Adobe Acrobat Pro · recommended 1×
  5. Microsoft Word · recommended 1×
  • CATEGORY QUERY
    How can I translate academic PDF documents to Chinese directly within my reference manager?
    you: not recommended
    AI recommended (in order):
    1. DeepL Pro
    2. Google Translate
    3. Adobe Acrobat Pro
    4. Microsoft Word
    5. Microsoft Translator
    6. Trados Studio
    7. MemoQ

    AI recommended 7 alternatives but never named guaguastandup/zotero-pdf2zh. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a plugin to automatically translate PDF research papers into Chinese for citation tools.
    you: not recommended
    AI recommended (in order):
    1. Google Translate
    2. DeepL Translator
    3. Microsoft Translator
    4. Adobe Acrobat Pro DC
    5. ABBYY FineReader PDF
    6. PDFgear
    7. Gengo
    8. Translate.com

    AI recommended 8 alternatives but never named guaguastandup/zotero-pdf2zh. 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 guaguastandup/zotero-pdf2zh?
    pass
    AI did not name guaguastandup/zotero-pdf2zh — 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 guaguastandup/zotero-pdf2zh in production, what risks or prerequisites should they evaluate first?
    pass
    AI named guaguastandup/zotero-pdf2zh 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 guaguastandup/zotero-pdf2zh solve, and who is the primary audience?
    pass
    AI named guaguastandup/zotero-pdf2zh 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 guaguastandup/zotero-pdf2zh. 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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guaguastandup/zotero-pdf2zh — 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