RRepoGEO

REPOGEO REPORT · LITE

alexfazio/viral-clips-crew

Default branch main · commit 82888d94 · scanned 6/14/2026, 9:58:07 PM

GitHub: 758 stars · 117 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 alexfazio/viral-clips-crew, 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 open-source, agentic value

    Why:

    CURRENT
    Your CrewAI Powered Video Editing Assistant. Are you a social media content curator? Skip the tedious editing process and get polished video highlights in minutes. `viral-clips-crew` watches and listens to long-form content, extracting the most striking and potentially viral segments, ready for publication on social media.
    COPY-PASTE FIX
    An open-source, CrewAI-powered framework for automated video clip extraction. `viral-clips-crew` is designed for developers and content creators interested in leveraging multi-agent AI to programmatically extract viral-ready segments from long-form content. It serves as a robust example and a customizable starting point for building your own intelligent content repurposing workflows.
  • mediumreadme#2
    Add a 'Use Cases' or 'Who is this for?' section to the README

    Why:

    COPY-PASTE FIX
    ## Use Cases & Intended Audience

`viral-clips-crew` is ideal for:
- **Developers & AI Enthusiasts:** Explore a practical implementation of CrewAI for complex media processing.
- **Content Creators (DIY):** Build custom automation for your specific content repurposing needs.
- **Researchers:** Study agentic AI workflows for video analysis and summarization.
- **Hackathon Projects:** A powerful starting point for rapid prototyping of AI-driven media tools.
  • lowhomepage#3
    Update the Homepage URL to a project-specific resource

    Why:

    CURRENT
    http://orgent.ai
    COPY-PASTE FIX
    https://github.com/alexfazio/viral-clips-crew

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 alexfazio/viral-clips-crew
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Opus Clip
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Opus Clip · recommended 2×
  2. CapCut · recommended 2×
  3. Veed.io · recommended 2×
  4. Adobe Premiere Pro · recommended 1×
  5. Frame.io · recommended 1×
  • CATEGORY QUERY
    How can I automate extracting viral clips from long videos for social media?
    you: not recommended
    AI recommended (in order):
    1. Opus Clip
    2. CapCut
    3. Adobe Premiere Pro
    4. Frame.io
    5. Simon Says AI
    6. Veed.io
    7. Descript
    8. 2short.ai

    AI recommended 8 alternatives but never named alexfazio/viral-clips-crew. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What AI tools help generate short social media clips from YouTube videos?
    you: not recommended
    AI recommended (in order):
    1. Opus Clip
    2. Vidyo.ai
    3. Pictory
    4. Veed.io
    5. InVideo
    6. CapCut

    AI recommended 6 alternatives but never named alexfazio/viral-clips-crew. 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 alexfazio/viral-clips-crew?
    pass
    AI named alexfazio/viral-clips-crew explicitly

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

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