RRepoGEO

REPOGEO REPORT · LITE

gyoridavid/short-video-maker

Default branch main · commit 9bb9a212 · scanned 5/20/2026, 8:27:50 PM

GitHub: 1,136 stars · 374 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
33 /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
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 gyoridavid/short-video-maker, 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 core project description to the top of the README

    Why:

    CURRENT
    ## 📚 Join our Skool community for support, premium content and more!

### Be part of a growing community and help us create more content like this

# Description

An open source automated video creation tool for generating short-form video content. Short Video Maker combines text-to-speech, automatic captions, background videos, and music to create engaging short videos from simple text inputs.
    COPY-PASTE FIX
    Short Video Maker is an open-source automated video creation tool designed for generating short-form video content for platforms like TikTok, Instagram Reels, and YouTube Shorts. It combines text-to-speech, automatic captions, background videos, and music to create engaging short videos from simple text inputs, offering a free alternative to heavy GPU-power hungry video generation and expensive third-party API calls.

## 📚 Join our Skool community for support, premium content and more!

### Be part of a growing community and help us create more content like this
  • mediumreadme#2
    Explicitly mention 'AI-powered' in the README's opening

    Why:

    CURRENT
    Short Video Maker is an open-source automated video creation tool designed for generating short-form video content for platforms like TikTok, Instagram Reels, and YouTube Shorts. It combines text-to-speech, automatic captions, background videos, and music to create engaging short videos from simple text inputs, offering a free alternative to heavy GPU-power hungry video generation and expensive third-party API calls.
    COPY-PASTE FIX
    Short Video Maker is an **AI-powered**, open-source automated video creation tool designed for generating short-form video content for platforms like TikTok, Instagram Reels, and YouTube Shorts. It combines text-to-speech, automatic captions, background videos, and music to create engaging short videos from simple text inputs, offering a free alternative to heavy GPU-power hungry video generation and expensive third-party API calls.
  • lowcomparison#3
    Add a 'Comparison to Alternatives' section in the README

    Why:

    COPY-PASTE FIX
    ## 🆚 Comparison to Alternatives

Short Video Maker differentiates itself from:

*   **Low-level libraries (FFmpeg, MoviePy):** While these provide powerful video processing capabilities, Short Video Maker offers a complete, automated workflow for generating social media videos from text inputs, abstracting away complex scripting.
*   **Cloud APIs (Shotstack, Cloudinary):** This project provides a free, open-source, local alternative, avoiding recurring API costs and offering full control over the generation process without relying on external services.
*   **React-based tools (Remotion):** Unlike frameworks that require coding video components, Short Video Maker focuses on automated content generation from simple text prompts, ideal for creators without development skills.

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 gyoridavid/short-video-maker
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
FFmpeg
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. FFmpeg · recommended 2×
  2. Shotstack · recommended 1×
  3. MoviePy · recommended 1×
  4. Remotion · recommended 1×
  5. Cloudinary · recommended 1×
  • CATEGORY QUERY
    How to programmatically create short, captioned videos for TikTok, Instagram Reels, and YouTube Shorts?
    you: not recommended
    AI recommended (in order):
    1. Shotstack
    2. FFmpeg
    3. MoviePy
    4. Remotion
    5. Cloudinary
    6. DaVinci Resolve

    AI recommended 6 alternatives but never named gyoridavid/short-video-maker. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What open-source tools generate short social media videos from text with background music?
    you: not recommended
    AI recommended (in order):
    1. FFmpeg
    2. ImageMagick
    3. Python
    4. gTTS
    5. Mozilla TTS
    6. Pillow
    7. Subprocess module

    AI recommended 7 alternatives but never named gyoridavid/short-video-maker. 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 gyoridavid/short-video-maker?
    pass
    AI did not name gyoridavid/short-video-maker — 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 gyoridavid/short-video-maker in production, what risks or prerequisites should they evaluate first?
    pass
    AI named gyoridavid/short-video-maker 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 gyoridavid/short-video-maker solve, and who is the primary audience?
    pass
    AI named gyoridavid/short-video-maker explicitly

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

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gyoridavid/short-video-maker — 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
gyoridavid/short-video-maker — RepoGEO report