RRepoGEO

REPOGEO REPORT · LITE

opendatalab/MinerU-Document-Explorer

Default branch main · commit a7e9c6cc · scanned 5/30/2026, 10:12:50 PM

GitHub: 568 stars · 61 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 opendatalab/MinerU-Document-Explorer, 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
    Add a concise positioning statement to the README's opening

    Why:

    COPY-PASTE FIX
    Add this sentence directly after the H4: "It provides a local, self-hosted web interface for interactive, multi-document exploration and knowledge base creation, specifically designed to empower LLM agents."
  • mediumhomepage#2
    Set the repository URL as the homepage

    Why:

    COPY-PASTE FIX
    https://github.com/opendatalab/MinerU-Document-Explorer

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 opendatalab/MinerU-Document-Explorer
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LlamaIndex
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. LlamaIndex · recommended 1×
  2. LangChain · recommended 1×
  3. Haystack · recommended 1×
  4. RAGstack · recommended 1×
  5. OpenSearch · recommended 1×
  • CATEGORY QUERY
    Tool for creating a searchable knowledge base from PDFs, DOCX, and Markdown for LLM agents.
    you: not recommended
    AI recommended (in order):
    1. LlamaIndex
    2. LangChain
    3. Haystack
    4. RAGstack
    5. OpenSearch
    6. Weaviate
    7. Pinecone

    AI recommended 7 alternatives but never named opendatalab/MinerU-Document-Explorer. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Efficiently search and deep-read within large collections of PDF, DOCX, and PPTX documents.
    you: not recommended
    AI recommended (in order):
    1. DocFetcher Pro
    2. DEVONthink
    3. dtSearch Desktop
    4. Adobe Acrobat Pro
    5. Microsoft SharePoint / OneDrive for Business
    6. Google Drive

    AI recommended 6 alternatives but never named opendatalab/MinerU-Document-Explorer. 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 opendatalab/MinerU-Document-Explorer?
    pass
    AI did not name opendatalab/MinerU-Document-Explorer — 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 opendatalab/MinerU-Document-Explorer in production, what risks or prerequisites should they evaluate first?
    pass
    AI named opendatalab/MinerU-Document-Explorer 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 opendatalab/MinerU-Document-Explorer solve, and who is the primary audience?
    pass
    AI named opendatalab/MinerU-Document-Explorer explicitly

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

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opendatalab/MinerU-Document-Explorer — 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