RRepoGEO

REPOGEO REPORT · LITE

mayneyao/eidos

Default branch dev · commit ff62f509 · scanned 5/8/2026, 3:12:05 PM

GitHub: 3,115 stars · 134 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 mayneyao/eidos, 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 main heading to clarify its core purpose

    Why:

    CURRENT
    <h3> An extensible framework for Personal Data Management. </h3>
<p align="center"> Transform SQLite into a personal pocket database that everyone can use. </p>
    COPY-PASTE FIX
    <h3> Eidos: A Local-First Personal Data Management System & Notion/Obsidian Alternative </h3>
<p align="center"> An extensible framework to transform SQLite into a personal pocket database for managing your knowledge and documents. </p>
  • mediumreadme#2
    Add a comparison section to the README

    Why:

    COPY-PASTE FIX
    Add a new section to the README, e.g., 'Eidos vs. Obsidian, Notion, and Logseq', outlining key differences, advantages, and target use cases.
  • mediumabout#3
    Refine the repository description for clarity

    Why:

    CURRENT
    An extensible framework for Personal Data Management.
    COPY-PASTE FIX
    A local-first personal data management system and extensible framework, similar to Notion or Obsidian.

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 mayneyao/eidos
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Obsidian
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Obsidian · recommended 1×
  2. Logseq · recommended 1×
  3. Joplin · recommended 1×
  4. DEVONthink · recommended 1×
  5. Zim Desktop Wiki · recommended 1×
  • CATEGORY QUERY
    What are some local-first alternatives to Notion for managing personal knowledge and documents?
    you: not recommended
    AI recommended (in order):
    1. Obsidian
    2. Logseq
    3. Joplin
    4. DEVONthink
    5. Zim Desktop Wiki
    6. TiddlyWiki

    AI recommended 6 alternatives but never named mayneyao/eidos. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an extensible framework to manage personal data offline with a SQLite backend.
    you: not recommended
    AI recommended (in order):
    1. Django
    2. SQLAlchemy
    3. Pony ORM
    4. Peewee
    5. database/sql
    6. GORM
    7. sqlc

    AI recommended 7 alternatives but never named mayneyao/eidos. 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 mayneyao/eidos?
    pass
    AI named mayneyao/eidos explicitly

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

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

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

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mayneyao/eidos — 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