RRepoGEO

REPOGEO REPORT · LITE

hanshuaikang/AI-Media2Doc

Default branch main · commit dfcfc7ba · scanned 5/13/2026, 4:13:23 PM

GitHub: 3,768 stars · 509 forks

AI VISIBILITY SCORE
22 /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
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 hanshuaikang/AI-Media2Doc, 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 to clearly state its purpose as a self-hostable AI web tool

    Why:

    CURRENT
    The current empty H1 and the '简介' section.
    COPY-PASTE FIX
    # AI-Media2Doc: Self-Hostable AI Web Tool for Media-to-Document Conversion

AI-Media2Doc is a fully open-source, privacy-focused web application that leverages large AI models to transform video and audio content into various document formats, including Xiaohongshu posts, WeChat articles, knowledge notes, mind maps, and video subtitles. Deploy it locally to convert your media into structured, AI-enhanced documents with smart screenshots, all without logins or fees.
  • highhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://hellogithub.com/repository/d869461d98d245d388b50e25b6a80dae
  • mediumtopics#3
    Expand topics to include application-specific and content creation terms

    Why:

    CURRENT
    ai, bilibili, chatgpt, openai, python, subtitles-generator, vue, xiaohongshu, youtube
    COPY-PASTE FIX
    ai, bilibili, chatgpt, openai, python, subtitles-generator, vue, xiaohongshu, youtube, ai-tools, content-creation, media-to-text, document-generation, self-hosted-app, video-to-article, ai-summarization

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 hanshuaikang/AI-Media2Doc
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
openai/whisper
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. openai/whisper · recommended 2×
  2. FFmpeg/FFmpeg · recommended 1×
  3. ImageMagick/ImageMagick · recommended 1×
  4. ggerganov/whisper.cpp · recommended 1×
  5. reportlab/reportlab · recommended 1×
  • CATEGORY QUERY
    What are good self-hostable tools for converting video to various document formats?
    you: not recommended
    AI recommended (in order):
    1. FFmpeg (FFmpeg/FFmpeg)
    2. ImageMagick (ImageMagick/ImageMagick)
    3. Whisper (openai/whisper)
    4. whisper Python package (openai/whisper)
    5. whisper.cpp (ggerganov/whisper.cpp)
    6. reportlab (reportlab/reportlab)
    7. python-docx (python-openxml/python-docx)
    8. Tesseract OCR (tesseract-ocr/tesseract)
    9. Jellyfin (jellyfin/jellyfin)
    10. Plex
    11. DocFX (dotnet/docfx)
    12. Sphinx (sphinx-doc/sphinx)

    AI recommended 12 alternatives but never named hanshuaikang/AI-Media2Doc. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How to automatically generate structured articles and smart screenshots from video content?
    you: not recommended
    AI recommended (in order):
    1. AssemblyAI
    2. OpenCV
    3. Pillow
    4. Hugging Face
    5. TensorFlow Hub
    6. Deepgram
    7. Google Cloud Vision AI
    8. OpenAI Whisper
    9. spaCy
    10. NLTK
    11. Veed.io API
    12. Trint

    AI recommended 12 alternatives but never named hanshuaikang/AI-Media2Doc. 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 hanshuaikang/AI-Media2Doc?
    pass
    AI did not name hanshuaikang/AI-Media2Doc — 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 hanshuaikang/AI-Media2Doc in production, what risks or prerequisites should they evaluate first?
    pass
    AI named hanshuaikang/AI-Media2Doc 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 hanshuaikang/AI-Media2Doc solve, and who is the primary audience?
    pass
    AI did not name hanshuaikang/AI-Media2Doc — 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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  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite