RRepoGEO

REPOGEO REPORT · LITE

JefferyHcool/BiliNote

Default branch master · commit 33d44e32 · scanned 5/21/2026, 8:06:57 AM

GitHub: 6,072 stars · 787 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
35 /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
3 / 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 JefferyHcool/BiliNote, 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
  • hightopics#1
    Add relevant topics to the repository

    Why:

    COPY-PASTE FIX
    video-notes, ai-notes, youtube-summarizer, bilibili-downloader, markdown-notes, video-to-text, transcription, ai-assistant, knowledge-management, video-lectures
  • highreadme#2
    Add a concise English summary to the README's opening

    Why:

    CURRENT
    The current README starts with a centered H1 and a Chinese tagline.
    COPY-PASTE FIX
    Add a new paragraph immediately after the existing H1 and tagline: "BiliNote is an open-source AI assistant for generating structured Markdown notes from online videos (Bilibili, YouTube, etc.), complete with transcription, summaries, screenshots, and AI Q&A."
  • mediumreadme#3
    Add a 'Why BiliNote?' or 'Comparison' section to the README

    Why:

    COPY-PASTE FIX
    Add a new section, e.g., '## 💡 Why BiliNote? (Compared to other AI tools)' or '## 🚀 BiliNote vs. General AI Transcription Tools', explaining its unique value proposition (e.g., focus on structured Markdown notes, Bilibili integration, local deployment, AI Q&A on notes) compared to general transcription or meeting summary 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 JefferyHcool/BiliNote
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Trint
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Trint · recommended 2×
  2. Notta.ai · recommended 1×
  3. Tactiq.io · recommended 1×
  4. Otter.ai · recommended 1×
  5. AssemblyAI · recommended 1×
  • CATEGORY QUERY
    How can I automatically generate structured notes from online video lectures using AI?
    you: not recommended
    AI recommended (in order):
    1. Notta.ai
    2. Tactiq.io
    3. Otter.ai
    4. Trint
    5. AssemblyAI
    6. ChatGPT
    7. Scribie

    AI recommended 7 alternatives but never named JefferyHcool/BiliNote. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools can transcribe and summarize YouTube and Bilibili videos into markdown notes?
    you: not recommended
    AI recommended (in order):
    1. Notta
    2. Tactiq
    3. Eightify
    4. Glasp
    5. Deepgram
    6. OpenAI's GPT-4
    7. Anthropic's Claude
    8. Happy Scribe
    9. Trint

    AI recommended 9 alternatives but never named JefferyHcool/BiliNote. 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 JefferyHcool/BiliNote?
    pass
    AI named JefferyHcool/BiliNote explicitly

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

  • If a team adopts JefferyHcool/BiliNote in production, what risks or prerequisites should they evaluate first?
    pass
    AI named JefferyHcool/BiliNote 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 JefferyHcool/BiliNote solve, and who is the primary audience?
    pass
    AI named JefferyHcool/BiliNote explicitly

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

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JefferyHcool/BiliNote — 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