RRepoGEO

REPOGEO REPORT · LITE

hanshuaikang/AI-Media2Doc

Default branch main · commit dfcfc7ba · scanned 6/24/2026, 3:11:52 AM

GitHub: 3,867 stars · 529 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)

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

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 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 emphasize 'local, open-source, AI-powered application'

    Why:

    CURRENT
    The current README H1 is empty, and the intro focuses on 'Web tool' and 'AI large model' but doesn't explicitly highlight 'local' and 'open-source application' as core differentiators in the very first sentence.
    COPY-PASTE FIX
    # AI-Media2Doc: 本地开源AI音视频转文档创作助手
### 📖 简介
AI-Media2Doc 是一款完全开源的本地 Web 工具，基于 AI 大模型，一键将视频和音频转化为小红书、公众号、知识笔记、思维导图、视频字幕等各种风格的文档。无需登录注册，前后端本地部署，以极低的成本体验 AI 音视频转风格文档服务。
  • mediumtopics#2
    Add more specific topics to clarify the project's function as a local AI application for document generation.

    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, document-generation, content-creation-tool, local-ai-app, media-to-text
  • lowabout#3
    Add the repository URL as the project homepage in the About section.

    Why:

    COPY-PASTE FIX
    https://github.com/hanshuaikang/AI-Media2Doc

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
Happy Scribe
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Happy Scribe · recommended 1×
  2. Descript · recommended 1×
  3. Otter.ai · recommended 1×
  4. Trint · recommended 1×
  5. Notion · recommended 1×
  • CATEGORY QUERY
    How to convert video and audio content into formatted articles or knowledge notes?
    you: not recommended
    AI recommended (in order):
    1. Happy Scribe
    2. Descript
    3. Otter.ai
    4. Trint
    5. Notion
    6. Obsidian
    7. Evernote
    8. Readwise Reader

    AI recommended 8 alternatives but never named hanshuaikang/AI-Media2Doc. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking an open-source tool for local AI-powered video transcription and document generation.
    you: not recommended
    AI recommended (in order):
    1. Whisper
    2. Pandoc
    3. Markdown
    4. Jinja2
    5. Vosk
    6. python-docx
    7. ReportLab
    8. Mozilla DeepSpeech
    9. WeasyPrint
    10. wkhtmltopdf
    11. Coqui TTS
    12. LaTeX
    13. Typst
    14. AssemblyAI
    15. Docx.js
    16. Prawn

    AI recommended 16 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 named hanshuaikang/AI-Media2Doc explicitly

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

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hanshuaikang/AI-Media2Doc — 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