REPOGEO REPORT · LITE

MarkPDFdown/markpdfdown

Default branch master · commit 4b38fd8f · scanned 6/18/2026, 5:17:06 AM

GitHub: 1,760 stars · 133 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 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 README's opening statement to clarify core function

Why:

CURRENT

<p>A powerful tool that leverages multimodal large language models to transcribe PDF files into Markdown format.</p>

COPY-PASTE FIX

## MarkPDFDown: AI-Powered PDF to Markdown Conversion

MarkPDFDown is a cutting-edge tool designed to accurately convert complex PDF documents into clean, editable Markdown text. Unlike generic PDF tools or Markdown-to-PDF converters, MarkPDFDown leverages advanced multimodal large language models to intelligently extract content, preserve formatting, and handle intricate structures like tables and formulas, making it ideal for researchers, developers, and content creators.

highabout#2

Refine 'About' description to prevent miscategorization

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

AI-powered tool for high-quality PDF to Markdown conversion. Leverages multimodal LLMs for accurate text extraction, formatting, and complex document structures. Not a Markdown-to-PDF converter.

mediumhomepage#3
Add a project homepage URL
Why:
COPY-PASTE FIX
```
[Your project's official website or documentation URL]
```

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

Of all named tools, what % are you?

Top rival

Adobe Acrobat Pro DC

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

Adobe Acrobat Pro DC · recommended 1×
Pandoc · recommended 1×
pdftotext · recommended 1×
PDFTron SDK · recommended 1×
LayoutParser · recommended 1×

CATEGORY QUERY
How can I accurately convert complex PDF documents into editable Markdown format?
you: not recommended
AI recommended (in order):
1. Adobe Acrobat Pro DC
2. Pandoc
3. pdftotext
4. PDFTron SDK
5. LayoutParser
6. Tesseract
7. CloudConvert
8. Zamzar
9. pdfminer.six
AI recommended 9 alternatives but never named MarkPDFdown/markpdfdown. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What AI-powered tools exist for converting scanned PDFs and images into structured Markdown?
you: not recommended
AI recommended (in order):
1. Azure AI Document Intelligence
2. Google Cloud Document AI
3. Amazon Textract
4. Tesseract OCR
5. PDF.co
6. Nanonets
AI recommended 6 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.

Live preview

MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/MarkPDFdown/markpdfdown.svg)](https://repogeo.com/en/r/MarkPDFdown/markpdfdown)

HTML

<a href="https://repogeo.com/en/r/MarkPDFdown/markpdfdown"><img src="https://repogeo.com/badge/MarkPDFdown/markpdfdown.svg" alt="RepoGEO" /></a>

Pro

Subscribe to Pro for deep diagnoses

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