RRepoGEO

REPOGEO REPORT · LITE

hyperfield/ai-file-sorter

Default branch main · commit cd9a0242 · scanned 6/24/2026, 7:22:35 PM

GitHub: 1,092 stars · 120 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)

3 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
27 /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
1 / 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 hyperfield/ai-file-sorter, 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 'desktop application' and 'LLM-powered'

    Why:

    CURRENT
    AI File Sorter is a cross-platform desktop application that uses AI to organize files and suggest cleaner, more consistent names for images, documents, and supported audio/video files.
    COPY-PASTE FIX
    AI File Sorter is a powerful **cross-platform desktop application** that leverages **local and remote LLMs** for intelligent, content-aware file organization and renaming. It provides preview-based workflows and fully user-controlled changes to reduce clutter and improve consistency across your files.
  • mediumtopics#2
    Add more specific LLM application topics

    Why:

    CURRENT
    ai, file-management, file-manager, llm, organizer
    COPY-PASTE FIX
    ai, file-management, file-manager, llm, organizer, desktop-app, ai-powered, content-aware, file-renamer
  • lowreadme#3
    Add a 'Why AI File Sorter?' section to the README

    Why:

    COPY-PASTE FIX
    ## Why AI File Sorter?
Unlike traditional file organizers that rely on rigid, rule-based pattern matching or simple metadata, AI File Sorter leverages advanced Large Language Models (LLMs) to semantically understand the content and context of your files. This enables truly intelligent, content-aware organization and renaming, offering a level of precision and flexibility unmatched by conventional tools.

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 hyperfield/ai-file-sorter
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Hazel
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Hazel · recommended 2×
  2. Power Automate Desktop · recommended 2×
  3. shutil · recommended 2×
  4. os · recommended 2×
  5. Alfred · recommended 2×
  • CATEGORY QUERY
    How can I use AI to automatically organize and rename my cluttered desktop files?
    you: not recommended
    AI recommended (in order):
    1. Hazel
    2. File Juggler
    3. DropIt
    4. Power Automate Desktop
    5. Python
    6. shutil
    7. os
    8. python-magic
    9. NLTK
    10. Alfred

    AI recommended 10 alternatives but never named hyperfield/ai-file-sorter. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What cross-platform desktop tools use LLMs for content-aware file management and renaming?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API
    2. GPT-4o
    3. Claude 3.5 Sonnet
    4. Tesseract
    5. Google Cloud Vision API
    6. Google Gemini Pro
    7. os
    8. shutil
    9. python-docx (python-openxml/python-docx)
    10. PyPDF2 (py-pdf/pypdf)
    11. requests (psf/requests)
    12. Hazel
    13. Power Automate Desktop
    14. Jupyter Notebooks
    15. Google Colab
    16. Raycast
    17. Alfred
    18. Mem.ai

    AI recommended 18 alternatives but never named hyperfield/ai-file-sorter. 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 hyperfield/ai-file-sorter?
    pass
    AI did not name hyperfield/ai-file-sorter — 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?

  • If a team adopts hyperfield/ai-file-sorter in production, what risks or prerequisites should they evaluate first?
    pass
    AI named hyperfield/ai-file-sorter 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 hyperfield/ai-file-sorter solve, and who is the primary audience?
    pass
    AI did not name hyperfield/ai-file-sorter — 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?

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MARKDOWN (README)
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hyperfield/ai-file-sorter — 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