RRepoGEO

REPOGEO REPORT · LITE

dvorka/mindforger

Default branch master · commit 7e969487 · scanned 6/17/2026, 9:31:28 PM

GitHub: 2,702 stars · 172 forks

AI VISIBILITY SCORE
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 dvorka/mindforger, 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 to emphasize semantic PKM

    Why:

    CURRENT
    # Thinking Notebook & Markdown Editor

Are you **drowning** in **information**, but **starving** for **knowledge**? Where do you keep your **private remarks**...
    COPY-PASTE FIX
    # Thinking Notebook & Markdown Editor

MindForger is a powerful, privacy-focused **personal knowledge management (PKM) tool** and Markdown IDE designed to help you build a **semantic network of your thoughts and research**, transforming information into actionable knowledge.

Are you **drowning** in **information**, but **starving** for **knowledge**? Where do you keep your **private remarks**...
  • mediumtopics#2
    Add specific PKM and graph-related topics

    Why:

    CURRENT
    debian, ide, knowledge, knowledge-management, linux, macos, markdown, markdown-editor, markdown-ide, notebook, openai, outliner, qt, research, study, tarball, ubuntu, windows
    COPY-PASTE FIX
    debian, ide, knowledge, knowledge-management, linux, macos, markdown, markdown-editor, markdown-ide, notebook, openai, outliner, pkm, qt, research, study, tarball, ubuntu, windows, graph-notes
  • lowcomparison#3
    Add a comparison section to the README

    Why:

    COPY-PASTE FIX
    Add a new section to the README, e.g., '## MindForger vs. Alternatives' or '## Why MindForger?', that briefly compares its features and philosophy to popular tools like Obsidian, Logseq, or Notion.

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 dvorka/mindforger
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. Notion · recommended 2×
  3. Logseq · recommended 1×
  4. DEVONthink · recommended 1×
  5. Zotero · recommended 1×
  • CATEGORY QUERY
    What are good tools for personal knowledge management and organizing research notes securely?
    you: not recommended
    AI recommended (in order):
    1. Obsidian
    2. Logseq
    3. DEVONthink
    4. Notion
    5. Zotero
    6. Joplin
    7. Standard Notes

    AI recommended 7 alternatives but never named dvorka/mindforger. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a cross-platform Markdown editor to structure thoughts and outline complex ideas.
    you: not recommended
    AI recommended (in order):
    1. Obsidian
    2. Typora
    3. Joplin (laurent22/joplin)
    4. VS Code (microsoft/vscode)
    5. Notion
    6. Simplenote

    AI recommended 6 alternatives but never named dvorka/mindforger. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • 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 dvorka/mindforger?
    pass
    AI named dvorka/mindforger explicitly

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

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

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

Embed your GEO score

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  • Brand-free category queries5 vs 2 in Lite
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dvorka/mindforger — RepoGEO report