RRepoGEO

REPOGEO REPORT · LITE

MasterYip/ChatPaper2Xmind

Default branch main · commit ce549529 · scanned 6/1/2026, 1:56:51 AM

GitHub: 584 stars · 37 forks

AI VISIBILITY SCORE
22 /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
1 / 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 MasterYip/ChatPaper2Xmind, 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 specific topics to improve categorization and recall

    Why:

    COPY-PASTE FIX
    ai, llm, chatgpt, pdf-parser, mindmap, xmind, academic-tools, research-paper, summarization, knowledge-management
  • highreadme#2
    Reposition the README's opening to highlight its unique academic AI-mindmap niche

    Why:

    CURRENT
    ChatPaper2XMind paper XMind note generation tool: Use ChatGPT to convert PDF into concise XMind notes with pictures and formulas, improving reading efficiency.
    COPY-PASTE FIX
    ChatPaper2XMind is an **AI-powered desktop application** that transforms academic PDF papers into structured XMind mind maps. Leveraging large language models like ChatGPT, it extracts key information, formulas, and images to generate concise, visual notes, significantly boosting research paper reading and note-taking efficiency for students and researchers. Unlike generic note-takers or direct LLM prompts, ChatPaper2XMind provides a specialized, integrated workflow for academic knowledge management.
  • mediumhomepage#3
    Add a homepage URL to the repository

    Why:

    COPY-PASTE FIX
    https://masteryip.github.io/ChatPaper2Xmind/

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 MasterYip/ChatPaper2Xmind
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Obsidian
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Obsidian · recommended 2×
  2. Logseq · recommended 2×
  3. XMind · recommended 2×
  4. FreeMind · recommended 2×
  5. Notion · recommended 1×
  • CATEGORY QUERY
    How can I efficiently summarize research papers into structured, visual notes?
    you: not recommended
    AI recommended (in order):
    1. Obsidian
    2. Notion
    3. Logseq
    4. Roam Research
    5. MindManager
    6. XMind
    7. FreeMind
    8. Scrintal
    9. Milanote

    AI recommended 9 alternatives but never named MasterYip/ChatPaper2Xmind. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tool to convert academic PDFs into AI-generated mind map summaries with formulas?
    you: not recommended
    AI recommended (in order):
    1. ChatGPT Plus
    2. GPT-4
    3. Advanced Data Analysis
    4. Mermaid
    5. Graphviz
    6. Mermaid Live Editor
    7. Graphviz viewer
    8. Humata AI
    9. ChatPDF
    10. AskYourPDF
    11. MindMeister
    12. XMind
    13. Mathpix Snipping Tool
    14. Obsidian
    15. Logseq
    16. Excalidraw
    17. Mind Map
    18. Semantic Scholar
    19. FreeMind
    20. Coggle

    AI recommended 20 alternatives but never named MasterYip/ChatPaper2Xmind. 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 MasterYip/ChatPaper2Xmind?
    pass
    AI did not name MasterYip/ChatPaper2Xmind — 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 MasterYip/ChatPaper2Xmind in production, what risks or prerequisites should they evaluate first?
    pass
    AI named MasterYip/ChatPaper2Xmind 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 MasterYip/ChatPaper2Xmind solve, and who is the primary audience?
    pass
    AI did not name MasterYip/ChatPaper2Xmind — 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?

Embed your GEO score

Drop this badge into the README of MasterYip/ChatPaper2Xmind. 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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