RRepoGEO

REPOGEO REPORT · LITE

volotat/SD-CN-Animation

Default branch main · commit 05e265ff · scanned 6/6/2026, 3:17:15 PM

GitHub: 817 stars · 66 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 volotat/SD-CN-Animation, 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
    Move the 'unmaintained' warning to after the project description in README

    Why:

    CURRENT
    > [!Warning]
> This repository is no longer maintained. If you are looking for more modern ComfyUI version of this tool please check out this repository, this might be what you are actually looking for: https://github.com/pxl-pshr/ComfyUI-SD-CN-Animation

This project allows you to automate video stylization task using StableDiffusion and ControlNet.
    COPY-PASTE FIX
    This project allows you to automate video stylization task using StableDiffusion and ControlNet. It also allows you to generate completely new videos from text at any resolution and length in contrast to other current text2video methods using any Stable Diffusion model as a backbone, including custom ones.

> [!Warning]
> This repository is no longer maintained. If you are looking for more modern ComfyUI version of this tool please check out this repository, this might be what you are actually looking for: https://github.com/pxl-pshr/ComfyUI-SD-CN-Animation
  • hightopics#2
    Add relevant topics to the repository

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    video-stylization, stable-diffusion, controlnet, text-to-video, ai-animation, optical-flow, video-generation
  • mediumreadme#3
    Refine the README's opening sentence for clearer primary use case

    Why:

    CURRENT
    This project allows you to automate video stylization task using StableDiffusion and ControlNet. It also allows you to generate completely new videos from text at any resolution and length in contrast to other current text2video methods using any Stable Diffusion model as a backbone, including custom ones.
    COPY-PASTE FIX
    SD-CN-Animation is a script for automating advanced video stylization and generating new videos from text using Stable Diffusion and ControlNet, offering unique capabilities for high-resolution, stable AI-driven video creation.

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 volotat/SD-CN-Animation
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Deforum Stable Diffusion
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Deforum Stable Diffusion · recommended 2×
  2. RunwayML Gen-1 / Gen-2 · recommended 1×
  3. Automatic1111's WebUI · recommended 1×
  4. ComfyUI · recommended 1×
  5. EbSynth · recommended 1×
  • CATEGORY QUERY
    How to automate video stylization tasks using AI models like Stable Diffusion?
    you: not recommended
    AI recommended (in order):
    1. RunwayML Gen-1 / Gen-2
    2. Deforum Stable Diffusion
    3. Automatic1111's WebUI
    4. ComfyUI
    5. EbSynth
    6. Krita
    7. FFmpeg
    8. Hugging Face Diffusers Library
    9. OpenCV
    10. Pillow
    11. PyTorchVideo

    AI recommended 11 alternatives but never named volotat/SD-CN-Animation. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best tools for generating stable videos from text using diffusion models?
    you: not recommended
    AI recommended (in order):
    1. RunwayML Gen-2
    2. Pika Labs
    3. Stability AI's Stable Video Diffusion (SVD) / Stable Diffusion 3 (SD3)
    4. Google Lumiere
    5. Meta's Emu Video
    6. Moonvalley
    7. Deforum Stable Diffusion

    AI recommended 7 alternatives but never named volotat/SD-CN-Animation. 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 volotat/SD-CN-Animation?
    pass
    AI did not name volotat/SD-CN-Animation — 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 volotat/SD-CN-Animation in production, what risks or prerequisites should they evaluate first?
    pass
    AI named volotat/SD-CN-Animation 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 volotat/SD-CN-Animation solve, and who is the primary audience?
    pass
    AI named volotat/SD-CN-Animation 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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MARKDOWN (README)
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volotat/SD-CN-Animation — 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