RRepoGEO

REPOGEO REPORT · LITE

yenche123/liubai

Default branch cool · commit 4898242f · scanned 6/17/2026, 8:47:19 AM

GitHub: 862 stars · 88 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 yenche123/liubai, 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
  • highabout#1
    Update repository description to clarify purpose

    Why:

    CURRENT
    Supercharge yourself!
    COPY-PASTE FIX
    A local-first, AI-powered productivity app for notes, tasks, scheduling, and collaboration, with WeChat and VS Code integration.
  • highreadme#2
    Add an explicit English positioning statement to the README's opening

    Why:

    COPY-PASTE FIX
    Add this line directly after the H1/tagline: 'Liubai is an open-source, local-first productivity application that integrates notes, schedules, to-do lists, and tasks with powerful AI capabilities, offering multi-platform access including web, WeChat, and VS Code.'
  • mediumtopics#3
    Expand repository topics with more specific keywords

    Why:

    CURRENT
    ai-native, dexiejs, local-first, mongodb, productivity, pwa, scheduling, tools-for-thought, typescript, vite, vue3
    COPY-PASTE FIX
    ai-native, dexiejs, local-first, mongodb, productivity, pwa, scheduling, tools-for-thought, typescript, vite, vue3, note-taking, task-management, collaboration, wechat-integration, vscode-extension

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 yenche123/liubai
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 1×
  3. Craft · recommended 1×
  4. NotePlan · recommended 1×
  5. Capacities · recommended 1×
  • CATEGORY QUERY
    Looking for a local-first productivity app with AI integration for notes, tasks, and scheduling.
    you: not recommended
    AI recommended (in order):
    1. Obsidian
    2. Logseq
    3. Craft
    4. NotePlan
    5. Capacities

    AI recommended 5 alternatives but never named yenche123/liubai. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best open-source collaborative note-taking tools with VS Code and WeChat integration?
    you: not recommended
    AI recommended (in order):
    1. Obsidian
    2. Zapier
    3. IFTTT
    4. Obsidian Git
    5. GitHub
    6. GitLab
    7. Joplin
    8. Nextcloud
    9. Dropbox
    10. OneDrive
    11. HedgeDoc
    12. CodiMD
    13. Nextcloud Notes
    14. Trilium Notes

    AI recommended 14 alternatives but never named yenche123/liubai. 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 yenche123/liubai?
    pass
    AI named yenche123/liubai explicitly

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

  • If a team adopts yenche123/liubai in production, what risks or prerequisites should they evaluate first?
    pass
    AI named yenche123/liubai 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 yenche123/liubai solve, and who is the primary audience?
    pass
    AI named yenche123/liubai 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
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