RRepoGEO

REPOGEO REPORT · LITE

joeseesun/qiaomu-anything-to-notebooklm

Default branch main · commit cea6ceee · scanned 6/25/2026, 10:36:42 PM

GitHub: 5,380 stars · 592 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
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 joeseesun/qiaomu-anything-to-notebooklm, 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
    Add a clear English tagline to the README's opening

    Why:

    CURRENT
    The README's second line is `**多源内容智能处理器：任何内容 → 播客 / PPT / 思维导图 / Quiz**`.
    COPY-PASTE FIX
    Insert this line directly after the H1: `A **Claude Skill** for **Google NotebookLM**: Multi-source content processor for podcasts, PPTs, mind maps, and more.`
  • hightopics#2
    Expand topics to include more specific keywords

    Why:

    CURRENT
    automation, claude, mcp, notebooklm, skill
    COPY-PASTE FIX
    automation, claude, notebooklm, content-processing, ai-assistant, learning-tools, summarization, transcription, knowledge-management, productivity, generative-ai, content-conversion
  • mediumhomepage#3
    Add the repository URL as the homepage

    Why:

    COPY-PASTE FIX
    https://github.com/joeseesun/qiaomu-anything-to-notebooklm

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 joeseesun/qiaomu-anything-to-notebooklm
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Notion AI
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Notion AI · recommended 2×
  2. QuillBot · recommended 2×
  3. ChatGPT Plus · recommended 1×
  4. Eightify · recommended 1×
  5. Gamma · recommended 1×
  • CATEGORY QUERY
    Need a tool to transform articles, videos, and documents into summaries or presentations.
    you: not recommended
    AI recommended (in order):
    1. ChatGPT Plus
    2. Notion AI
    3. QuillBot
    4. Eightify
    5. Gamma
    6. Beautiful.ai
    7. Scribbr Summarizer

    AI recommended 7 alternatives but never named joeseesun/qiaomu-anything-to-notebooklm. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are good AI tools for converting web content and documents into learning materials?
    you: not recommended
    AI recommended (in order):
    1. ChatGPT
    2. AskYourPDF
    3. ChatWithPDF
    4. QuillBot
    5. Monica
    6. Notion AI
    7. PDFgear
    8. Perplexity AI
    9. Scribble Diffusion

    AI recommended 9 alternatives but never named joeseesun/qiaomu-anything-to-notebooklm. 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 joeseesun/qiaomu-anything-to-notebooklm?
    pass
    AI did not name joeseesun/qiaomu-anything-to-notebooklm — 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 joeseesun/qiaomu-anything-to-notebooklm in production, what risks or prerequisites should they evaluate first?
    pass
    AI named joeseesun/qiaomu-anything-to-notebooklm 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 joeseesun/qiaomu-anything-to-notebooklm solve, and who is the primary audience?
    pass
    AI did not name joeseesun/qiaomu-anything-to-notebooklm — 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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joeseesun/qiaomu-anything-to-notebooklm — 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