RRepoGEO

REPOGEO REPORT · LITE

YILS-LIN/short-video-factory

Default branch main · commit 1b45432f · scanned 5/24/2026, 12:41:50 AM

GitHub: 3,987 stars · 589 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 YILS-LIN/short-video-factory, 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 H1 to explicitly state 'Open-source AI Desktop Tool'

    Why:

    CURRENT
    <h3 align="center">AI Short Video Factory - 短视频工厂</h3>
    COPY-PASTE FIX
    <h3 align="center">AI Short Video Factory - 开源AI短视频桌面工具</h3>
  • mediumtopics#2
    Enhance topics for clarity and discoverability

    Why:

    CURRENT
    ai, automatic, automation, clipping, cross-platform, desktop, linux, mac, marketing, pc, product, shortvideo, tiktok, windows
    COPY-PASTE FIX
    ai, automatic, automation, clipping, cross-platform, desktop, linux, mac, marketing, pc, product, shortvideo, tiktok, windows, open-source, ai-video-generator, video-automation, content-creation, marketing-video
  • mediumreadme#3
    Add a brief comparison/differentiator statement to the README

    Why:

    COPY-PASTE FIX
    Add a short section, perhaps under '关于项目' (About Project) or '核心功能' (Core Features), like:

**💡 为什么选择短视频工厂？**
与市面上常见的SaaS平台或通用视频剪辑软件不同，短视频工厂是一款**完全开源、本地运行的桌面应用**，专注于AI驱动的短视频批量自动化生成，为您提供数据隐私和高度定制的自由。

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 YILS-LIN/short-video-factory
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Synthesys X
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Synthesys X · recommended 1×
  2. Pictory.ai · recommended 1×
  3. InVideo AI · recommended 1×
  4. HeyGen · recommended 1×
  5. Descript · recommended 1×
  • CATEGORY QUERY
    How to automatically generate product marketing short videos using AI tools?
    you: not recommended
    AI recommended (in order):
    1. Synthesys X
    2. Pictory.ai
    3. InVideo AI
    4. HeyGen
    5. Descript
    6. RunwayML
    7. DeepMotion

    AI recommended 7 alternatives but never named YILS-LIN/short-video-factory. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What cross-platform desktop tool helps automate short video content creation for social media?
    you: not recommended
    AI recommended (in order):
    1. DaVinci Resolve
    2. Adobe Premiere Pro
    3. After Effects
    4. Adobe Media Encoder
    5. CapCut
    6. Shotcut
    7. Kdenlive

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