RRepoGEO

REPOGEO REPORT · LITE

UdaraJay/Pile

Default branch main · commit 234aa902 · scanned 5/25/2026, 7:02:37 AM

GitHub: 3,016 stars · 201 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 UdaraJay/Pile, 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
    Strengthen README's opening to explicitly state target audience and core features

    Why:

    CURRENT
    Pile is a desktop app for reflective journaling. It's about simplicity, keeping your data local, and enhancing your journaling experience with AI.
    COPY-PASTE FIX
    Pile is a **private desktop journaling app** designed for individuals seeking **reflective AI insights** while keeping their **data strictly local**. It offers a simple, focused experience for personal growth, not a developer tool or database.
  • mediumtopics#2
    Expand repository topics with specific keywords for AI journaling and data privacy

    Why:

    CURRENT
    desktop-app, journaling
    COPY-PASTE FIX
    desktop-app, journaling, ai-journaling, local-data, privacy, personal-journal, reflective-ai, offline-first
  • lowlicense#3
    Add a clear statement about the project's license to the README

    Why:

    COPY-PASTE FIX
    ## License

Pile is licensed under [insert specific license name(s) here, e.g., 'a custom license combining MIT and Apache-2.0 principles']. Please refer to the `LICENSE` file for full details.

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 UdaraJay/Pile
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. AI Assistant plugin · recommended 2×
  • CATEGORY QUERY
    What desktop applications offer private journaling enhanced with AI insights and local data storage?
    you: not recommended
    AI recommended (in order):
    1. Mem
    2. Obsidian
    3. Logseq
    4. Joplin
    5. Standard Notes
    6. Day One

    AI recommended 6 alternatives but never named UdaraJay/Pile. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a personal journaling tool that integrates local AI for reflections without cloud dependency.
    you: not recommended
    AI recommended (in order):
    1. Obsidian
    2. Text Generator plugin
    3. LM Studio
    4. Ollama
    5. Joplin
    6. AI Assistant plugin
    7. Logseq
    8. AI Assistant plugin
    9. Python
    10. llama-cpp-python
    11. transformers
    12. Standard Notes
    13. AI Assistant extension

    AI recommended 13 alternatives but never named UdaraJay/Pile. 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 UdaraJay/Pile?
    pass
    AI named UdaraJay/Pile explicitly

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

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

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

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UdaraJay/Pile — 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