RRepoGEO

REPOGEO REPORT · LITE

hyperfield/ai-file-sorter

Default branch main · commit cd9a0242 · scanned 5/25/2026, 7:17:15 PM

GitHub: 1,011 stars · 116 forks

AI VISIBILITY SCORE
33 /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
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 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's opening paragraph to highlight unique LLM integration

    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. It is designed to reduce clutter, improve consistency, and make files easier to find later, whether for review, archiving, or long-term storage.
    COPY-PASTE FIX
    AI File Sorter is a cross-platform desktop application that revolutionizes file organization and renaming by leveraging advanced AI and LLMs to understand file content, not just metadata. Unlike traditional rule-based sorters or direct LLM prompts, it provides an intelligent, content-aware workflow for images, documents, and media, offering human-readable suggestions and ensuring fully user-controlled changes to reduce clutter and improve discoverability.
  • hightopics#2
    Add more specific topics to clarify application type and core functionality

    Why:

    CURRENT
    ai, file-management, file-manager, llm, organizer
    COPY-PASTE FIX
    ai, llm, desktop-app, file-organizer, file-renamer, content-aware, cross-platform, gui
  • mediumreadme#3
    Add a dedicated 'Key Features' section to highlight differentiators

    Why:

    COPY-PASTE FIX
    Add a new section, e.g., '## Key Features', with bullet points summarizing the unique capabilities like:
    *   **Content-Aware Renaming:** Uses local and remote LLMs to analyze images, documents, and media for intelligent, descriptive name suggestions.
    *   **Preview-Based Workflow:** All changes are previewed and user-controlled before application, ensuring safety and accuracy.
    *   **Cross-Platform Desktop Application:** A native GUI experience for Windows, macOS, and Linux, not a command-line tool or web service.
    *   **Local & Remote LLM Support:** Flexibility to use built-in visual LLMs or integrate with external services like OpenAI.
    *   **Metadata-Driven Renaming:** Cleans up audio/video filenames using embedded metadata (year, artist, album, title).

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. Advanced Renamer · recommended 2×
  3. Python · recommended 2×
  4. File Juggler · recommended 1×
  5. tagspaces/tagspaces · recommended 1×
  • CATEGORY QUERY
    How can I use AI to automatically organize and rename my messy digital files?
    you: not recommended
    AI recommended (in order):
    1. Hazel
    2. File Juggler
    3. TagSpaces (tagspaces/tagspaces)
    4. DropIt (DropIt-Organizer/DropIt)
    5. Advanced Renamer
    6. Python
    7. os
    8. shutil
    9. re
    10. Pillow (python-pillow/Pillow)
    11. python-docx (python-openxml/python-docx)
    12. pdfminer.six (pdfminer/pdfminer.six)
    13. tesseract-ocr (tesseract-ocr/tesseract)

    AI recommended 13 alternatives but never named hyperfield/ai-file-sorter. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a desktop tool for intelligent file sorting and renaming using large language models.
    you: not recommended
    AI recommended (in order):
    1. FileBot
    2. Hazel
    3. OpenAI's GPT-4
    4. Google's Gemini
    5. Power Automate Desktop
    6. Python
    7. openai
    8. anthropic
    9. google-generativeai
    10. Advanced Renamer
    11. DropIt

    AI recommended 11 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 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?

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  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite