RRepoGEO

REPOGEO REPORT · LITE

juntaosun/ComeCut

Default branch main · commit 015bea15 · scanned 6/5/2026, 6:37:20 PM

GitHub: 547 stars · 69 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 juntaosun/ComeCut, 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's opening to emphasize AI-powered video editing

    Why:

    CURRENT
    Our vision is to empower everyone with a professional-grade, AI-enhanced video editing experience. By leveraging the open-source community, we provide a truly free and scalable ecosystem.
    COPY-PASTE FIX
    ComeCut is a free, lightweight, and AI-powered video editing suite for web and desktop, designed to make professional-grade video creation accessible to everyone. We leverage state-of-the-art AI models and the open-source community to provide a truly free, scalable, and privacy-first editing experience.
  • mediumtopics#2
    Add specific topics for AI and privacy features

    Why:

    CURRENT
    audio, audio-editor, capcut, editor, happyhorse, indextts, jianying, player, seedance, srt, subtitleedit, tts, video, video-editor, video-translation
    COPY-PASTE FIX
    audio, audio-editor, capcut, editor, happyhorse, indextts, jianying, player, seedance, srt, subtitleedit, tts, video, video-editor, video-translation, ai, ai-video-editor, privacy, privacy-focused, web-editor, desktop-editor
  • lowcomparison#3
    Add a 'Compared to X' or 'Alternatives' section in README

    Why:

    COPY-PASTE FIX
    ## 🆚 How ComeCut Compares

While inspired by popular editors like CapCut, ComeCut differentiates itself by offering a completely free, no-registration, and privacy-first experience with powerful, localized AI features directly in your browser or on your desktop. Unlike many alternatives, your data never leaves your device, ensuring maximum privacy.

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 juntaosun/ComeCut
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
DaVinci Resolve
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. DaVinci Resolve · recommended 2×
  2. CapCut · recommended 1×
  3. Clipchamp · recommended 1×
  4. FlexClip · recommended 1×
  5. Simplified · recommended 1×
  • CATEGORY QUERY
    Looking for a free, AI-enhanced video editor usable directly in browser or desktop?
    you: not recommended
    AI recommended (in order):
    1. CapCut
    2. DaVinci Resolve
    3. Clipchamp
    4. FlexClip
    5. Simplified
    6. Veed.io

    AI recommended 6 alternatives but never named juntaosun/ComeCut. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are good privacy-focused, lightweight video editing tools with advanced AI features?
    you: not recommended
    AI recommended (in order):
    1. DaVinci Resolve
    2. Kdenlive (Kdenlive/kdenlive)
    3. Shotcut (mltframework/shotcut)
    4. Olive Video Editor (olive-editor/olive)
    5. LosslessCut (mifi/lossless-cut)

    AI recommended 5 alternatives but never named juntaosun/ComeCut. 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 juntaosun/ComeCut?
    pass
    AI named juntaosun/ComeCut explicitly

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

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