RRepoGEO

REPOGEO REPORT · LITE

SamurAIGPT/AI-Youtube-Shorts-Generator

Default branch main · commit 262148e4 · scanned 5/9/2026, 7:28:01 AM

GitHub: 3,475 stars · 589 forks

AI VISIBILITY SCORE
22 /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
1 / 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 SamurAIGPT/AI-Youtube-Shorts-Generator, 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
  • highlicense#1
    Add a LICENSE file to the repository root

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root containing the text of your chosen open-source license (e.g., MIT, Apache-2.0).
  • mediumreadme#2
    Rephrase API section to emphasize repo's standalone value

    Why:

    CURRENT
    > **Building your own Opus Clip–style SaaS?** Skip the infra and ship on the same APIs that power this repo:
> - AI Clipping API — end-to-end clip selection + render
> - Auto-Crop API — vertical reframing only
    COPY-PASTE FIX
    This repository is a fully functional, free, and open-source tool. For those building commercial services, the underlying APIs are also available: 
- AI Clipping API — end-to-end clip selection + render
- Auto-Crop API — vertical reframing only

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 SamurAIGPT/AI-Youtube-Shorts-Generator
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. LosslessCut · recommended 1×
  3. Shotcut · recommended 1×
  4. Kdenlive · recommended 1×
  5. OpenShot Video Editor · recommended 1×
  • CATEGORY QUERY
    How to convert long YouTube videos into short viral clips without monthly fees?
    you: not recommended
    AI recommended (in order):
    1. DaVinci Resolve
    2. LosslessCut
    3. Shotcut
    4. Kdenlive
    5. OpenShot Video Editor
    6. VLC Media Player
    7. Online Video Cutter

    AI recommended 7 alternatives but never named SamurAIGPT/AI-Youtube-Shorts-Generator. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Open source tool to automatically create vertical video shorts from YouTube content?
    you: not recommended
    AI recommended (in order):
    1. Opus Clip
    2. Vidyo.ai
    3. CapCut
    4. DaVinci Resolve
    5. FFmpeg

    AI recommended 5 alternatives but never named SamurAIGPT/AI-Youtube-Shorts-Generator. 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 SamurAIGPT/AI-Youtube-Shorts-Generator?
    pass
    AI did not name SamurAIGPT/AI-Youtube-Shorts-Generator — 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 SamurAIGPT/AI-Youtube-Shorts-Generator in production, what risks or prerequisites should they evaluate first?
    pass
    AI named SamurAIGPT/AI-Youtube-Shorts-Generator 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 SamurAIGPT/AI-Youtube-Shorts-Generator solve, and who is the primary audience?
    pass
    AI did not name SamurAIGPT/AI-Youtube-Shorts-Generator — 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?

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SamurAIGPT/AI-Youtube-Shorts-Generator — 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