RRepoGEO

REPOGEO REPORT · LITE

zhouxiaoka/autoclip

Default branch main · commit dafae474 · scanned 5/10/2026, 4:41:28 AM

GitHub: 5,154 stars · 1,059 forks

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 zhouxiaoka/autoclip, 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 introduction to highlight open-source and self-hostable nature

    Why:

    CURRENT
    AutoClip是一个基于AI的智能视频切片处理系统，能够自动从YouTube、B站等平台下载视频，通过AI分析提取精彩片段，并智能生成合集。系统采用现代化的前后端分离架构，提供直观的Web界面和强大的后端处理能力。
    COPY-PASTE FIX
    AutoClip是一个**开源的、可自部署的**基于AI的智能视频切片处理系统，旨在为开发者和内容创作者提供一个**免费且高度可定制的**解决方案。它能够自动从YouTube、B站等平台下载视频，通过AI分析提取精彩片段，并智能生成合集。系统采用现代化的前后端分离架构，提供直观的Web界面和强大的后端处理能力。
  • mediumtopics#2
    Add topics to specify project type and tech stack

    Why:

    CURRENT
    ai, ai-agents, ai-tools, ai-video, ai-video-editor, auto, auto-highlight, highlight, llm, video, video-editing, video-processing, videos
    COPY-PASTE FIX
    ai, ai-agents, ai-tools, ai-video, ai-video-editor, auto, auto-highlight, highlight, llm, video, video-editing, video-processing, videos, open-source, self-hosted, python, fastapi, react, docker
  • lowcomparison#3
    Add a "Comparison with Alternatives" section to the README

    Why:

    COPY-PASTE FIX
    ## 🆚 与同类工具对比

AutoClip作为一个开源项目，与市面上常见的商业视频剪辑工具（如Opus Clip, Descript, CapCut等）相比，主要优势在于其**免费、可自部署、高度可定制**的特性。它为用户提供了完全的数据控制权和灵活的部署选项，是寻求开源替代方案的开发者和内容创作者的理想选择。

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 zhouxiaoka/autoclip
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Adobe Premiere Pro
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Adobe Premiere Pro · recommended 2×
  2. Descript · recommended 2×
  3. Opus Clip · recommended 2×
  4. Vidyo.ai · recommended 2×
  5. Pictory.ai · recommended 2×
  • CATEGORY QUERY
    How to automatically extract highlights and create short clips from long video content using AI?
    you: not recommended
    AI recommended (in order):
    1. Adobe Premiere Pro
    2. Descript
    3. Opus Clip
    4. Vidyo.ai
    5. Pictory.ai
    6. RunwayML

    AI recommended 6 alternatives but never named zhouxiaoka/autoclip. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools help YouTube and Bilibili creators automate video clipping and content repurposing?
    you: not recommended
    AI recommended (in order):
    1. Opus Clip
    2. Vidyo.ai
    3. CapCut
    4. Descript
    5. Pictory.ai
    6. InVideo
    7. Adobe Premiere Pro

    AI recommended 7 alternatives but never named zhouxiaoka/autoclip. 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 zhouxiaoka/autoclip?
    pass
    AI named zhouxiaoka/autoclip explicitly

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

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

    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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zhouxiaoka/autoclip — 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