RRepoGEO

REPOGEO REPORT · LITE

mli/autocut

Default branch main · commit ba2bb3bf · scanned 5/9/2026, 2:37:33 PM

GitHub: 7,691 stars · 811 forks

AI VISIBILITY SCORE
28 /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
2 / 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 mli/autocut, 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Strengthen README's opening sentence to highlight text-based video editing

    Why:

    CURRENT
    AutoCut 对你的视频自动生成字幕。然后你选择需要保留的句子，AutoCut 将对你视频中对应的片段裁切并保存。你无需使用视频编辑软件，只需要编辑文本文件即可完成剪切。
    COPY-PASTE FIX
    AutoCut 是一款创新的视频编辑工具，它通过自动生成字幕，让你只需编辑文本文件即可精准剪切视频，彻底告别复杂的视频编辑软件。
  • mediumhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://github.com/mli/autocut

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 mli/autocut
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Descript
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Descript · recommended 1×
  2. Adobe Premiere Pro · recommended 1×
  3. DaVinci Resolve · recommended 1×
  4. CapCut · recommended 1×
  5. Simon Says · recommended 1×
  • CATEGORY QUERY
    How can I quickly edit video content by only manipulating generated text transcripts?
    you: not recommended
    AI recommended (in order):
    1. Descript
    2. Adobe Premiere Pro
    3. DaVinci Resolve
    4. CapCut
    5. Simon Says
    6. Trint

    AI recommended 6 alternatives but never named mli/autocut. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Is there a simple way to trim video clips without needing complex video editing software?
    you: not recommended
    AI recommended (in order):
    1. Clideo Video Trimmer
    2. Kapwing
    3. Online Video Cutter (by 123APPS)
    4. Photos App (Windows)
    5. iMovie (macOS/iOS)
    6. VLC Media Player
    7. DaVinci Resolve (Free Version)

    AI recommended 7 alternatives but never named mli/autocut. 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 mli/autocut?
    pass
    AI did not name mli/autocut — 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 mli/autocut in production, what risks or prerequisites should they evaluate first?
    pass
    AI named mli/autocut 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 mli/autocut solve, and who is the primary audience?
    pass
    AI named mli/autocut explicitly

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

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mli/autocut — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite