RRepoGEO

REPOGEO REPORT · LITE

JimmyLv/BibiGPT-v1

Default branch main · commit 93a4094f · scanned 5/17/2026, 5:01:40 AM

GitHub: 6,063 stars · 807 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
40 /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
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 JimmyLv/BibiGPT-v1, 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 broader, use-case-oriented topics

    Why:

    CURRENT
    bilibili, chatgpt, gpt, gpt-3, openai, youtube
    COPY-PASTE FIX
    bilibili, chatgpt, gpt, gpt-3, openai, youtube, ai-summarizer, video-summarizer, audio-summarizer, meeting-notes, podcast-summarizer, learning-assistant, content-summary
  • highreadme#2
    Refine the very first line of the README

    Why:

    CURRENT
    > This repo is only for v1 and supports Bilibil and YouTube!
    COPY-PASTE FIX
    > BibiGPT v1: one-Click AI Summary for Audio/Video & Chat with Learning Content across Bilibili, YouTube, Podcasts, Meetings, Lectures, TikTok, and more.
  • mediumreadme#3
    Rephrase the initial paragraph to emphasize core features upfront

    Why:

    CURRENT
    🎉 Effortlessly summarize YouTube and Bilibili videos with our AI-driven Video Summarizer. It also works for Podcasts, Twitter, Meetings, Lectures, Tiktok videos, and more. Discover a more brilliant way to learn with ChatGPT, your best AI-powered study companion! (formerly BiliGPT) "stream-saving artifact & class representative".
    COPY-PASTE FIX
    🎉 BibiGPT v1 offers one-Click AI Summary for Audio/Video & Chat with Learning Content. Effortlessly summarize YouTube, Bilibili, Podcasts, Twitter, Meetings, Lectures, TikTok, and more. Discover a more brilliant way to learn and interact with your content using ChatGPT, your best AI-powered study companion! (formerly BiliGPT) "stream-saving artifact & class representative".

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 JimmyLv/BibiGPT-v1
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Otter.ai
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Otter.ai · recommended 2×
  2. ChatGPT · recommended 2×
  3. Tactiq · recommended 1×
  4. Eightify · recommended 1×
  5. Podcastle · recommended 1×
  • CATEGORY QUERY
    What AI tool can summarize long YouTube videos, podcasts, and meeting transcripts effectively?
    you: not recommended
    AI recommended (in order):
    1. Tactiq
    2. Otter.ai
    3. Eightify
    4. Podcastle
    5. Notta
    6. ChatGPT

    AI recommended 6 alternatives but never named JimmyLv/BibiGPT-v1. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an AI assistant to summarize online lectures, articles, and local media for quick learning.
    you: not recommended
    AI recommended (in order):
    1. ChatGPT
    2. Claude 3
    3. Perplexity AI
    4. Notion AI
    5. Otter.ai
    6. SummarizeBot
    7. Scribbr Summarizer

    AI recommended 7 alternatives but never named JimmyLv/BibiGPT-v1. 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 JimmyLv/BibiGPT-v1?
    pass
    AI named JimmyLv/BibiGPT-v1 explicitly

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

  • If a team adopts JimmyLv/BibiGPT-v1 in production, what risks or prerequisites should they evaluate first?
    pass
    AI named JimmyLv/BibiGPT-v1 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 JimmyLv/BibiGPT-v1 solve, and who is the primary audience?
    pass
    AI named JimmyLv/BibiGPT-v1 explicitly

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

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JimmyLv/BibiGPT-v1 — 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