RRepoGEO

REPOGEO REPORT · LITE

memex-lab/memex

Default branch main · commit 68f18ef3 · scanned 6/23/2026, 3:22:28 PM

GitHub: 537 stars · 53 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 memex-lab/memex, 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
    Make the core value proposition an H1 in the README

    Why:

    CURRENT
    The current README starts with a <p align="center"> block containing: "An open-source, local-first AI journal. Not for writing daily entries — for capturing life in fragments and letting AI organize them."
    COPY-PASTE FIX
    Replace the initial <p align="center"> block with: `# Memex: Your Local-First AI Journal App for iOS & Android` followed by a concise sentence like: `Capture life fragments (text, photos, voice) and let AI agents organize them into insights, all while keeping your data private on your device.`
  • mediumtopics#2
    Add more specific mobile and AI-journaling related topics

    Why:

    CURRENT
    ai-assistant, ai-companion, ai-diary, ai-journal, assistant-app, journal-app, journaling, journaling-app, knowledge-management, life-logging, local-agent, local-first, personal-knowledge-management, personal-knowledge-management-system, pkm, privacy, skills
    COPY-PASTE FIX
    ai-assistant, ai-companion, ai-diary, ai-journal, assistant-app, journal-app, journaling, journaling-app, knowledge-management, life-logging, local-agent, local-first, personal-knowledge-management, personal-knowledge-management-system, pkm, privacy, skills, mobile-app, ios-app, android-app, ai-powered-journal, multi-modal-journal
  • lowreadme#3
    Add a 'Comparison' or 'Why Memex?' section to the README

    Why:

    COPY-PASTE FIX
    Add a new section to the README, for example: `## Why Memex? How We're Different` followed by text that clarifies its unique position as a mobile, AI-first, fragment-based journal, contrasting it with traditional note-taking apps (Obsidian, Logseq) and conventional journaling.

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 memex-lab/memex
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. Joplin · recommended 2×
  4. Standard Notes · recommended 2×
  5. Reflect Notes · recommended 1×
  • CATEGORY QUERY
    Looking for a private, local-first AI journal app to organize life fragments on mobile.
    you: not recommended
    AI recommended (in order):
    1. Reflect Notes
    2. Obsidian
    3. Logseq
    4. Joplin
    5. Standard Notes

    AI recommended 5 alternatives but never named memex-lab/memex. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What open-source mobile AI journaling tools support custom LLMs and multi-modal input?
    you: not recommended
    AI recommended (in order):
    1. Joplin
    2. Logseq
    3. Obsidian
    4. TiddlyWiki
    5. Standard Notes
    6. Quillnote

    AI recommended 6 alternatives but never named memex-lab/memex. 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 memex-lab/memex?
    pass
    AI named memex-lab/memex explicitly

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

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

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

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite