RRepoGEO

REPOGEO REPORT · LITE

QiuYannnn/Local-File-Organizer

Default branch main · commit a1955994 · scanned 5/26/2026, 4:57:07 PM

GitHub: 3,233 stars · 316 forks

AI VISIBILITY SCORE
28 /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
2 / 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 QiuYannnn/Local-File-Organizer, 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 README opening to emphasize on-device AI and privacy

    Why:

    CURRENT
    Tired of digital clutter? Overwhelmed by disorganized files scattered across your computer? Let AI do the heavy lifting! The Local File Organizer is your personal organizing assistant, using cutting-edge AI to bring order to your file chaos - all while respecting your privacy.
    COPY-PASTE FIX
    The Local File Organizer is your personal AI assistant for managing local files, ensuring privacy by running entirely on your device. Say goodbye to digital clutter and let cutting-edge on-device AI bring order to your file chaos.
  • hightopics#2
    Add more specific topics for on-device AI file management

    Why:

    CURRENT
    file-organizer, llama3, llm, on-device-ai, vlm
    COPY-PASTE FIX
    file-organizer, llama3, llm, on-device-ai, vlm, local-ai, offline-ai, privacy, file-management, document-management, image-management
  • mediumhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/QiuYannnn/Local-File-Organizer

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 QiuYannnn/Local-File-Organizer
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Hazel
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Hazel · recommended 1×
  2. File Juggler · recommended 1×
  3. TagSpaces · recommended 1×
  4. DropIt · recommended 1×
  5. Filerobot · recommended 1×
  • CATEGORY QUERY
    How can I automatically organize my local files with an AI tool that respects privacy?
    you: not recommended
    AI recommended (in order):
    1. Hazel
    2. File Juggler
    3. TagSpaces
    4. DropIt
    5. Filerobot
    6. os
    7. shutil
    8. pathlib
    9. watchdog
    10. Pillow
    11. exifread
    12. scikit-learn
    13. spaCy

    AI recommended 13 alternatives but never named QiuYannnn/Local-File-Organizer. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an on-device AI solution to categorize and rename my text and image files.
    you: not recommended
    AI recommended (in order):
    1. Apple Core ML / Vision Frameworks
    2. TensorFlow Lite
    3. PyTorch Mobile
    4. ONNX Runtime
    5. OpenCV
    6. NVIDIA Jetson Platform

    AI recommended 6 alternatives but never named QiuYannnn/Local-File-Organizer. 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 QiuYannnn/Local-File-Organizer?
    pass
    AI named QiuYannnn/Local-File-Organizer explicitly

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

  • If a team adopts QiuYannnn/Local-File-Organizer in production, what risks or prerequisites should they evaluate first?
    pass
    AI named QiuYannnn/Local-File-Organizer 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 QiuYannnn/Local-File-Organizer solve, and who is the primary audience?
    pass
    AI did not name QiuYannnn/Local-File-Organizer — likely talking about a different project

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

Embed your GEO score

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QiuYannnn/Local-File-Organizer — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
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