RRepoGEO

REPOGEO REPORT · LITE

appdev/siyuan-unlock

Default branch master · commit 6fbd4ffe · scanned 5/21/2026, 12:16:55 PM

GitHub: 1,423 stars · 216 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
35 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 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 appdev/siyuan-unlock, 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 improve categorization

    Why:

    COPY-PASTE FIX
    siyuan-note, note-taking, self-hosted, docker, knowledge-base, sync, offline-sync, login-free
  • highreadme#2
    Add a clear introductory sentence to the README

    Why:

    CURRENT
    The README currently starts with "### Docker 部署".
    COPY-PASTE FIX
    appdev/siyuan-unlock provides a self-hosted, login-free version of Siyuan Note, enabling users to utilize its synchronization features without requiring an official login. This project is designed for users who wish to deploy Siyuan Note in a Docker environment with enhanced control over data and access.
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/appdev/siyuan-unlock

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 appdev/siyuan-unlock
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
laurent22/joplin
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. laurent22/joplin · recommended 1×
  2. nextcloud/server · recommended 1×
  3. Dropbox · recommended 1×
  4. OneDrive · recommended 1×
  5. WebDAV · recommended 1×
  • CATEGORY QUERY
    How to self-host a personal note-taking application with secure, login-free syncing?
    you: not recommended
    AI recommended (in order):
    1. Joplin (laurent22/joplin)
    2. Nextcloud (nextcloud/server)
    3. Dropbox
    4. OneDrive
    5. WebDAV
    6. Caddy (caddyserver/caddy)
    7. Nginx
    8. Obsidian
    9. Obsidian Sync
    10. Syncthing (syncthing/syncthing)
    11. Git (git/git)
    12. Gitea (go-gitea/gitea)
    13. GitLab Community Edition (gitlabhq/gitlabhq)
    14. Standard Notes
    15. Nextcloud Notes (nextcloud/notes)
    16. Trilium Notes (zadam/trilium)

    AI recommended 16 alternatives but never named appdev/siyuan-unlock. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are good Docker-deployable solutions for a private knowledge base or wiki?
    you: not recommended
    AI recommended (in order):
    1. Wiki.js
    2. BookStack
    3. Confluence Data Center/Server
    4. DokuWiki
    5. MediaWiki
    6. Outline

    AI recommended 6 alternatives but never named appdev/siyuan-unlock. This is the gap to close.

    Show full AI answer

Objective checks

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

  • Metadata completeness
    warn

    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 appdev/siyuan-unlock?
    pass
    AI named appdev/siyuan-unlock explicitly

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

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

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

Embed your GEO score

Drop this badge into the README of appdev/siyuan-unlock. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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HTML
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appdev/siyuan-unlock — 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