RRepoGEO

REPOGEO REPORT · LITE

xuanyustudio/LocalMiniDrama

Default branch main · commit 9d205ab1 · scanned 6/8/2026, 3:26:35 AM

GitHub: 599 stars · 158 forks

AI VISIBILITY SCORE
27 /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
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 xuanyustudio/LocalMiniDrama, 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 the README H1 to emphasize end-to-end workflow

    Why:

    CURRENT
    🎬 本地短剧助手
**本地 AI 短剧 & 漫剧生成工具 —— 下载即用，完全开源，数据不出本机LocalMiniDrama · AI-powered short drama creator*
    COPY-PASTE FIX
    🎬 本地短剧助手：**端到端 AI 短剧 & 漫剧工作流平台**
**LocalMiniDrama · Your complete, offline AI-powered short drama & comic drama studio: from story to final video, fully local and open-source.**
  • mediumabout#2
    Refine the 'About' description to highlight full workflow

    Why:

    CURRENT
    🎬 seedance2接入 开源本地 AI 短剧 & 漫剧生成工具 —— 从故事到成片一站式完成，数据不出本机，短剧工作流管理平台，高灵活度，AI真人剧，AI漫剧本地搞定。 Open-source local AI short drama maker: story → storyboard → video, fully offline, your data stays yours. 纳米流水线
    COPY-PASTE FIX
    🎬 seedance2接入 开源本地 AI 短剧 & 漫剧**全流程**生成工具 —— 从故事到成片一站式完成，数据不出本机，短剧工作流管理平台，高灵活度，AI真人剧，AI漫剧本地搞定。 Open-source local AI short drama **full workflow** maker: story → storyboard → video, fully offline, your data stays yours. 纳米流水线
  • lowreadme#3
    Add a 'Comparison' section to the README

    Why:

    COPY-PASTE FIX
    ## 💡 与其他 AI 视频工具的区别

与 Stable Diffusion、ComfyUI 等专注于图像或视频生成模型的工具不同，LocalMiniDrama 是一个**端到端的短剧创作平台**。它集成了故事创作、分镜设计、角色管理、AI 视频生成及工作流管理，旨在提供一个完整的、本地化的短剧制作解决方案，而非仅仅是生成单个视频片段。

## 💡 How is LocalMiniDrama different from other AI video tools?

Unlike tools such as Stable Diffusion or ComfyUI, which focus on image or video generation models, LocalMiniDrama is an **end-to-end short drama creation platform**. It integrates story creation, storyboard design, character management, AI video generation, and workflow management, aiming to provide a complete, localized solution for short drama production, rather than just generating individual video clips.

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 xuanyustudio/LocalMiniDrama
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Stable Diffusion
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Stable Diffusion · recommended 1×
  2. AUTOMATIC1111/stable-diffusion-webui · recommended 1×
  3. comfyanonymous/ComfyUI · recommended 1×
  4. lllyasviel/ControlNet · recommended 1×
  5. guoyww/AnimateDiff · recommended 1×
  • CATEGORY QUERY
    How can I generate short AI-powered drama videos completely offline on my machine?
    you: not recommended
    AI recommended (in order):
    1. Stable Diffusion
    2. Automatic1111 WebUI (AUTOMATIC1111/stable-diffusion-webui)
    3. ComfyUI (comfyanonymous/ComfyUI)
    4. ControlNet (lllyasviel/ControlNet)
    5. AnimateDiff (guoyww/AnimateDiff)
    6. SVD (Stable Video Diffusion)
    7. DaVinci Resolve
    8. Kdenlive (Kdenlive/kdenlive)
    9. Shotcut (mltframework/shotcut)
    10. Blender (blender/blender)
    11. Mixamo
    12. Dream Textures (carson-katri/dream-textures)
    13. Blender-Stable-Diffusion-Addon (NullReference-Dev/Blender-Stable-Diffusion-Addon)
    14. Eevee
    15. Cycles
    16. Coqui TTS (coqui-ai/TTS)
    17. Mozilla TTS (mozilla/TTS)
    18. Piper (synesthesiam/piper)
    19. Deforum Stable Diffusion (deforum/deforum_stable_diffusion)

    AI recommended 19 alternatives but never named xuanyustudio/LocalMiniDrama. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What open-source tools help manage the full workflow for AI-generated short video content locally?
    you: not recommended
    AI recommended (in order):
    1. ComfyUI
    2. Automatic1111's Stable Diffusion WebUI
    3. Kdenlive
    4. Audacity
    5. Whisper (OpenAI)
    6. Bark (Suno AI)
    7. FFmpeg

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

Embed your GEO score

Drop this badge into the README of xuanyustudio/LocalMiniDrama. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/xuanyustudio/LocalMiniDrama.svg)](https://repogeo.com/en/r/xuanyustudio/LocalMiniDrama)
HTML
<a href="https://repogeo.com/en/r/xuanyustudio/LocalMiniDrama"><img src="https://repogeo.com/badge/xuanyustudio/LocalMiniDrama.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

xuanyustudio/LocalMiniDrama — 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