RRepoGEO

REPOGEO REPORT · LITE

huridocs/pdf-document-layout-analysis

Default branch main · commit f361d1e4 · scanned 6/20/2026, 4:07:06 PM

GitHub: 1,153 stars · 128 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 huridocs/pdf-document-layout-analysis, 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
  • hightopics#1
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    pdf-analysis, ocr, document-layout-analysis, microservice, rest-api, docker, pdf-extraction, content-extraction, gradio, ollama, human-rights
  • highreadme#2
    Strengthen the opening sentence of the 'Overview' section

    Why:

    CURRENT
    This project provides a powerful and flexible PDF analysis microservice built with **Clean Architecture** principles.
    COPY-PASTE FIX
    This project provides a ready-to-deploy, Docker-powered **PDF analysis microservice** that offers intelligent OCR, segmentation, and content extraction from complex PDF documents. Built with **Clean Architecture** principles, it delivers a powerful and flexible solution...
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://huridocs.org

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 huridocs/pdf-document-layout-analysis
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 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Adobe Acrobat Pro DC · recommended 1×
  2. Adobe PDF Extract API · recommended 1×
  3. LayoutParser · recommended 1×
  4. Google Cloud Document AI · recommended 1×
  5. Microsoft Azure Form Recognizer · recommended 1×
  • CATEGORY QUERY
    How can I automatically segment and classify elements within PDF documents for content extraction?
    you: not recommended
    AI recommended (in order):
    1. Adobe Acrobat Pro DC
    2. Adobe PDF Extract API
    3. LayoutParser
    4. Google Cloud Document AI
    5. Microsoft Azure Form Recognizer
    6. Tabula-py
    7. PDFMiner.six

    AI recommended 7 alternatives but never named huridocs/pdf-document-layout-analysis. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What open-source microservices offer OCR and layout analysis for extracting structured data from PDFs?
    you: not recommended
    AI recommended (in order):
    1. Apache Tika
    2. OCRmyPDF
    3. pdfminer.six
    4. PyMuPDF (fitz)
    5. Flask
    6. FastAPI
    7. DocTR (Document Text Recognition)
    8. Tesseract OCR
    9. OpenCV
    10. PDF.js (Mozilla)

    AI recommended 10 alternatives but never named huridocs/pdf-document-layout-analysis. 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 huridocs/pdf-document-layout-analysis?
    pass
    AI named huridocs/pdf-document-layout-analysis explicitly

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

  • If a team adopts huridocs/pdf-document-layout-analysis in production, what risks or prerequisites should they evaluate first?
    pass
    AI named huridocs/pdf-document-layout-analysis 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 huridocs/pdf-document-layout-analysis solve, and who is the primary audience?
    pass
    AI named huridocs/pdf-document-layout-analysis explicitly

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

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huridocs/pdf-document-layout-analysis — 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