RRepoGEO

REPOGEO REPORT · LITE

GVCLab/CutClaw

Default branch main · commit db48d08b · scanned 6/6/2026, 8:17:52 PM

GitHub: 866 stars · 104 forks

AI VISIBILITY SCORE
30 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 GVCLab/CutClaw, 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 specific topics for video editing and AI

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    video-editing, ai-video-editing, generative-ai, music-synchronization, montage, long-form-video, agentic-ai
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    Create a LICENSE file in the repository root with your chosen open-source license (e.g., MIT, Apache-2.0, GPL-3.0).
  • mediumreadme#3
    Add a direct 'What is CutClaw?' statement at the top of the README

    Why:

    CURRENT
    **🎬 Your personal editor for turning hours of footage into cinematic montages.**
    COPY-PASTE FIX
    CutClaw is an innovative AI-powered video editing system. **🎬 Your personal editor for turning hours of footage into cinematic montages.**

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 GVCLab/CutClaw
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. DaVinci Resolve · recommended 2×
  3. CapCut · recommended 2×
  4. InVideo · recommended 2×
  5. RunwayML · recommended 2×
  • CATEGORY QUERY
    How can I automatically edit long video footage to synchronize with background music?
    you: not recommended
    AI recommended (in order):
    1. Adobe Premiere Pro
    2. Adobe Audition
    3. Wipster
    4. DaVinci Resolve
    5. CapCut
    6. InVideo
    7. FlexClip
    8. Animoto
    9. RunwayML

    AI recommended 9 alternatives but never named GVCLab/CutClaw. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What AI tools can help create cinematic video montages from extensive raw footage?
    you: not recommended
    AI recommended (in order):
    1. Adobe Premiere Pro
    2. DaVinci Resolve
    3. RunwayML
    4. CapCut
    5. Magisto
    6. InVideo

    AI recommended 6 alternatives but never named GVCLab/CutClaw. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    fail

    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 GVCLab/CutClaw?
    pass
    AI named GVCLab/CutClaw explicitly

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

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

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

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GVCLab/CutClaw — 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