RRepoGEO

REPOGEO REPORT · LITE

MarkPDFdown/markpdfdown

Default branch master · commit 4b38fd8f · scanned 5/8/2026, 1:42:06 PM

GitHub: 1,732 stars · 132 forks

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 MarkPDFdown/markpdfdown, 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 the README's opening statement to clarify conversion direction

    Why:

    CURRENT
    A powerful tool that leverages multimodal large language models to transcribe PDF files into Markdown format.
    COPY-PASTE FIX
    MarkPDFDown is a powerful tool that leverages multimodal large language models to accurately convert complex PDF documents *into* clean, editable Markdown format, excelling where traditional OCR and parsers fall short.
  • highabout#2
    Reinforce the 'PDF to Markdown' conversion direction in the About description

    Why:

    CURRENT
    A high-quality PDF to Markdown tool based on large language model visual recognition. 一款基于大模型视觉识别的高质量PDF转Markdown工具
    COPY-PASTE FIX
    Converts complex PDF documents *into* high-quality Markdown using large language model visual recognition. Transforms static PDFs into editable, structured Markdown. 一款基于大模型视觉识别的高质量PDF转Markdown工具
  • mediumhomepage#3
    Add a project homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/MarkPDFdown/markpdfdown

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 MarkPDFdown/markpdfdown
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Adobe Acrobat Pro DC
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Adobe Acrobat Pro DC · recommended 2×
  2. Pandoc · recommended 1×
  3. PDF.js Express · recommended 1×
  4. LayoutParser · recommended 1×
  5. pdfminer.six · recommended 1×
  • CATEGORY QUERY
    What's the best tool for accurately converting complex PDF documents into Markdown format?
    you: not recommended
    AI recommended (in order):
    1. Adobe Acrobat Pro DC
    2. Pandoc
    3. PDF.js Express
    4. LayoutParser
    5. pdfminer.six
    6. Tabula-py
    7. Smallpdf
    8. iLovePDF
    9. Adobe Acrobat online

    AI recommended 9 alternatives but never named MarkPDFdown/markpdfdown. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I convert scanned PDF documents to editable Markdown while preserving formatting and tables?
    you: not recommended
    AI recommended (in order):
    1. Adobe Acrobat Pro DC
    2. Pandoc (jgm/pandoc)
    3. ABBYY FineReader PDF
    4. Tesseract OCR (tesseract-ocr/tesseract)
    5. OCRmyPDF (ocrmypdf/OCRmyPDF)
    6. Google Cloud Document AI
    7. Microsoft Azure Form Recognizer

    AI recommended 7 alternatives but never named MarkPDFdown/markpdfdown. 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 MarkPDFdown/markpdfdown?
    pass
    AI named MarkPDFdown/markpdfdown explicitly

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

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