RRepoGEO

REPOGEO REPORT · LITE

mli/autocut

Default branch main · commit ba2bb3bf · scanned 6/19/2026, 11:17:48 AM

GitHub: 7,743 stars · 821 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 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

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 improve categorization

    Why:

    COPY-PASTE FIX
    video-editing, text-based-editing, subtitle-editing, transcription, whisper, cli-tool, content-creation, automation
  • highreadme#2
    Reinforce the unique text-based editing value in the README's opening

    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 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。**告别复杂的视频编辑软件和时间线！** 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，让视频剪辑像编辑文档一样简单高效。
  • mediumhomepage#3
    Add the repository URL as the project homepage

    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. Veed.io · recommended 1×
  • CATEGORY QUERY
    How to edit video by simply editing automatically generated text transcripts?
    you: not recommended
    AI recommended (in order):
    1. Descript
    2. Adobe Premiere Pro
    3. DaVinci Resolve
    4. CapCut
    5. Veed.io

    AI recommended 5 alternatives but never named mli/autocut. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What's a tool to trim video clips without needing complex video editing software?
    you: not recommended
    AI recommended (in order):
    1. LosslessCut (mifi/lossless-cut)
    2. VLC Media Player
    3. Photos App
    4. iMovie
    5. Clideo Video Cutter
    6. Kapwing

    AI recommended 6 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 named mli/autocut explicitly

    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.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite