RRepoGEO

REPOGEO REPORT · LITE

dvorka-oss/mindforger

Default branch master · commit 7e969487 · scanned 6/22/2026, 11:47:32 AM

GitHub: 2,704 stars · 172 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
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-oss/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
  • hightopics#1
    Remove misleading 'openai' topic

    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, outliner, qt, research, study, tarball, ubuntu, windows
  • mediumreadme#2
    Add a 'Comparison' or 'Alternatives' section to the README

    Why:

    COPY-PASTE FIX
    Add a new section, e.g., 'MindForger vs. Alternatives,' that briefly highlights MindForger's strengths (e.g., privacy, local-first, specific outlining/Markdown IDE features) in contrast to popular tools like Obsidian, Joplin, or Typora.
  • lowreadme#3
    Refine the README's introductory paragraph

    Why:

    CURRENT
    Are you **drowning** in **information**, but **starving** for **knowledge**? Where do you keep your **private remarks** like ideas, personal plans, gift tips, how-tos, dreams, business vision, finance strategy, auto coaching notes? Loads of documents, sketches and remarks spread around the file system, cloud, web and Post-it notes? Are you afraid of your knowledge **privacy**? Are you able to **find** them once you create them? Do you know how are they mutually **related** when you read or write them? No?
    COPY-PASTE FIX
    MindForger is a powerful, privacy-focused desktop application designed for personal knowledge management, serving as both a thinking notebook and a robust Markdown editor with outlining capabilities. It helps individuals organize ideas, research, and notes securely and efficiently, addressing the challenge of information overload.

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-oss/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. Joplin · recommended 2×
  3. Logseq · recommended 2×
  4. Typora · recommended 2×
  5. VS Code · recommended 2×
  • CATEGORY QUERY
    Looking for a secure desktop application to manage personal knowledge and organize notes with Markdown.
    you: not recommended
    AI recommended (in order):
    1. Obsidian
    2. Joplin
    3. Logseq
    4. Standard Notes
    5. Typora
    6. VS Code
    7. Simplenote

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

    Show full AI answer
  • CATEGORY QUERY
    What are robust markdown editors with outlining capabilities for structuring research and study notes?
    you: not recommended
    AI recommended (in order):
    1. Obsidian
    2. Typora
    3. Logseq
    4. Zettlr
    5. Mark Text
    6. VS Code
    7. Joplin

    AI recommended 7 alternatives but never named dvorka-oss/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-oss/mindforger?
    pass
    AI named dvorka-oss/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-oss/mindforger in production, what risks or prerequisites should they evaluate first?
    pass
    AI named dvorka-oss/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-oss/mindforger solve, and who is the primary audience?
    pass
    AI named dvorka-oss/mindforger explicitly

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

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dvorka-oss/mindforger — 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