RRepoGEO

REPOGEO REPORT · LITE

zhouxiaoka/autoclip_mvp

Default branch main · commit ec75aa71 · scanned 6/10/2026, 2:08:18 PM

GitHub: 972 stars · 172 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 zhouxiaoka/autoclip_mvp, 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
    Make the project's functional identity the primary README H1

    Why:

    CURRENT
    The current README's first H1 is "# 项目已迁移至 autoclip 🚀", which focuses on migration rather than the project's function.
    COPY-PASTE FIX
    Replace the current first H1 with: "# AutoClip - 智能视频切片工具 (MVP Version, Deprecated)" and then follow with the migration details.
  • mediumabout#2
    Add 'open-source application' to the repository description

    Why:

    CURRENT
    AutoClip: AI-powered video clipping and highlight generation · 一款智能高光提取与剪辑的二创工具
    COPY-PASTE FIX
    AutoClip: An open-source AI-powered application for video clipping and highlight generation · 一款智能高光提取与剪辑的二创开源工具
  • lowreadme#3
    Add a section clarifying what AutoClip is not

    Why:

    COPY-PASTE FIX
    ## 💡 AutoClip 不是什么？

- **不是商业视频编辑软件**：AutoClip 专注于自动化智能切片，不提供手动编辑、特效或高级调色功能。
- **不是底层视频处理库**：AutoClip 是一个完整的应用，而非像 FFmpeg 或 OpenCV 那样的开发库。

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_mvp
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 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Adobe Premiere Pro · recommended 1×
  2. Wibbitz · recommended 1×
  3. Synthesia · recommended 1×
  4. Vidyo.ai · recommended 1×
  5. Trint · recommended 1×
  • CATEGORY QUERY
    How can I automatically generate video highlights and clips using AI?
    you: not recommended
    AI recommended (in order):
    1. Adobe Premiere Pro
    2. Wibbitz
    3. Synthesia
    4. Vidyo.ai
    5. Trint
    6. Google Cloud Video AI
    7. Amazon Rekognition Video

    AI recommended 7 alternatives but never named zhouxiaoka/autoclip_mvp. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What open-source tools provide AI video analysis for automatic content segmentation and editing?
    you: not recommended
    AI recommended (in order):
    1. FFmpeg
    2. OpenCV
    3. TensorFlow
    4. PyTorch
    5. MoviePy
    6. VidGear

    AI recommended 6 alternatives but never named zhouxiaoka/autoclip_mvp. 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_mvp?
    pass
    AI named zhouxiaoka/autoclip_mvp 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_mvp in production, what risks or prerequisites should they evaluate first?
    pass
    AI named zhouxiaoka/autoclip_mvp 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_mvp solve, and who is the primary audience?
    pass
    AI named zhouxiaoka/autoclip_mvp explicitly

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

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zhouxiaoka/autoclip_mvp — 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