RRepoGEO

REPOGEO REPORT · LITE

akitaonrails/FrankMD

Default branch master · commit f38b6874 · scanned 6/9/2026, 5:12:10 PM

GitHub: 504 stars · 65 forks

AI VISIBILITY SCORE
30 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 akitaonrails/FrankMD, 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
    ruby-on-rails, markdown-editor, self-hosted, note-taking, web-application, productivity, personal-notes
  • highreadme#2
    Clarify FrankMD's primary identity as a web application in the README

    Why:

    CURRENT
    FrankMD (Frank Markdown) is a self-hosted markdown note-taking app built with Ruby on Rails 8.
    COPY-PASTE FIX
    FrankMD (Frank Markdown) is a self-hosted, open-source **web application** for markdown note-taking, built with Ruby on Rails 8. While it can be run locally and even packaged as a desktop app, its core is a web editor.
  • mediumlicense#3
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a LICENSE file in the repository root with your chosen open-source license (e.g., MIT, Apache-2.0, GPL-3.0).

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 akitaonrails/FrankMD
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 1×
  3. VS Code · recommended 1×
  4. Zettlr · recommended 1×
  5. Typora · recommended 1×
  • CATEGORY QUERY
    Looking for a self-hosted markdown note editor storing files directly on disk.
    you: not recommended
    AI recommended (in order):
    1. Obsidian
    2. Joplin
    3. VS Code
    4. Zettlr
    5. Typora
    6. Notable

    AI recommended 6 alternatives but never named akitaonrails/FrankMD. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are good Ruby on Rails apps for managing personal markdown notes and drafts?
    you: not recommended
    AI recommended (in order):
    1. Jekyll
    2. Redcarpet
    3. CommonMarker
    4. TiddlyWiki
    5. Obsidian
    6. ActiveText
    7. ActionText
    8. SimpleMDE
    9. EasyMDE
    10. Notion
    11. BookStack

    AI recommended 11 alternatives but never named akitaonrails/FrankMD. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    fail

    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 akitaonrails/FrankMD?
    pass
    AI named akitaonrails/FrankMD explicitly

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

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