RRepoGEO

REPOGEO REPORT · LITE

NisaarAgharia/AI-Shorts-Creator

Default branch main · commit 64ef0bbc · scanned 6/5/2026, 3:47:52 AM

GitHub: 757 stars · 151 forks

AI VISIBILITY SCORE
28 /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
2 / 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 NisaarAgharia/AI-Shorts-Creator, 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
    Clarify the project's open-source, script-based nature in the README intro

    Why:

    CURRENT
    AI-Shorts-Creator is a powerful tool designed for content creators, podcasters, and video enthusiasts to effortlessly extract captivating segments from their videos.
    COPY-PASTE FIX
    AI-Shorts-Creator is an **open-source, Python-based tool** designed for content creators, podcasters, and video enthusiasts to effortlessly extract captivating segments from their videos. Unlike commercial platforms, this project provides a script-based solution for automating short-form video creation.
  • hightopics#2
    Add application-focused topics to improve category visibility

    Why:

    CURRENT
    face-detection, ffmpeg, gpt4, openai, opencv, python, youtube
    COPY-PASTE FIX
    face-detection, ffmpeg, gpt4, openai, opencv, python, youtube, video-editing, short-video-creation, ai-video-generator, content-creation, video-automation, open-source-tool
  • mediumlicense#3
    Add a LICENSE file to the repository

    Why:

    CURRENT
    (no LICENSE file detected — the repo has no recognizable license)
    COPY-PASTE FIX
    (Create a LICENSE file, e.g., MIT or Apache-2.0, and place it in the repository root.)

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 NisaarAgharia/AI-Shorts-Creator
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
CapCut
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. CapCut · recommended 2×
  2. Descript · recommended 2×
  3. Adobe Premiere Pro · recommended 1×
  4. OpusClip · recommended 1×
  5. RunwayML · recommended 1×
  • CATEGORY QUERY
    How can I automatically extract and crop engaging short video clips from long recordings?
    you: not recommended
    AI recommended (in order):
    1. Adobe Premiere Pro
    2. OpusClip
    3. CapCut
    4. Descript
    5. RunwayML
    6. DaVinci Resolve
    7. Veed.io

    AI recommended 7 alternatives but never named NisaarAgharia/AI-Shorts-Creator. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What AI tools help identify and generate viral video shorts from existing footage?
    you: not recommended
    AI recommended (in order):
    1. Opus Clip
    2. Vidyo.ai
    3. CapCut
    4. Descript
    5. Pictory.ai
    6. InVideo

    AI recommended 6 alternatives but never named NisaarAgharia/AI-Shorts-Creator. 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 NisaarAgharia/AI-Shorts-Creator?
    pass
    AI did not name NisaarAgharia/AI-Shorts-Creator — 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 NisaarAgharia/AI-Shorts-Creator in production, what risks or prerequisites should they evaluate first?
    pass
    AI named NisaarAgharia/AI-Shorts-Creator 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 NisaarAgharia/AI-Shorts-Creator solve, and who is the primary audience?
    pass
    AI named NisaarAgharia/AI-Shorts-Creator 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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NisaarAgharia/AI-Shorts-Creator — 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