RRepoGEO

REPOGEO REPORT · LITE

OedoSoldier/sd-webui-image-sequence-toolkit

Default branch main · commit f64a9a9c · scanned 6/17/2026, 2:33:19 AM

GitHub: 560 stars · 41 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 OedoSoldier/sd-webui-image-sequence-toolkit, 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's opening paragraph to clarify its unique value

    Why:

    CURRENT
    This is an extension for AUTOMATIC111's WebUI, which supports batch processing and better inpainting.
    COPY-PASTE FIX
    Image Sequence Toolkit is an essential extension for AUTOMATIC1111's Stable Diffusion WebUI, designed to streamline the batch processing, enhanced inpainting, and transparent background generation of image sequences. It empowers users to efficiently manage and manipulate image series for animations, video creation, and complex AI art workflows.
  • mediumhomepage#2
    Add a homepage URL to the repository's 'About' section

    Why:

    COPY-PASTE FIX
    https://github.com/OedoSoldier/sd-webui-image-sequence-toolkit
  • mediumtopics#3
    Add more specific topics to improve categorization

    Why:

    CURRENT
    ai-art, stable-diffusion, stable-diffusion-webui, stable-diffusion-webui-plugin
    COPY-PASTE FIX
    ai-art, stable-diffusion, stable-diffusion-webui, stable-diffusion-webui-plugin, image-sequence, animation, video-generation, batch-processing, inpainting-extension

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 OedoSoldier/sd-webui-image-sequence-toolkit
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
AUTOMATIC1111/stable-diffusion-webui
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. AUTOMATIC1111/stable-diffusion-webui · recommended 1×
  2. lllyasviel/ControlNet · recommended 1×
  3. Uminosachi/sd-webui-inpaint-anything · recommended 1×
  4. facebookresearch/segment-anything · recommended 1×
  5. comfyanonymous/ComfyUI · recommended 1×
  • CATEGORY QUERY
    How to batch process image sequences with enhanced inpainting in Stable Diffusion?
    you: not recommended
    AI recommended (in order):
    1. Automatic1111's Stable Diffusion Web UI (AUTOMATIC1111/stable-diffusion-webui)
    2. ControlNet (lllyasviel/ControlNet)
    3. Inpaint Anything Extension (Uminosachi/sd-webui-inpaint-anything)
    4. Segment Anything Model (SAM) (facebookresearch/segment-anything)
    5. ComfyUI (comfyanonymous/ComfyUI)
    6. InvokeAI (invoke-ai/InvokeAI)
    7. Diffusers Library (huggingface/diffusers)
    8. Pillow (python-pillow/Pillow)
    9. OpenCV (opencv/opencv)
    10. Krita (Krita-Foundation/krita)
    11. Krita AI Diffusion Plugin (Acly/krita-ai-diffusion)

    AI recommended 11 alternatives but never named OedoSoldier/sd-webui-image-sequence-toolkit. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tool helps with transparent background generation and masked inpainting for AI art?
    you: not recommended
    AI recommended (in order):
    1. Clipdrop
    2. Adobe Photoshop
    3. Krita
    4. GIMP
    5. Remove.bg
    6. Figma
    7. Remove BG
    8. Magic Background Remover

    AI recommended 8 alternatives but never named OedoSoldier/sd-webui-image-sequence-toolkit. 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 OedoSoldier/sd-webui-image-sequence-toolkit?
    pass
    AI did not name OedoSoldier/sd-webui-image-sequence-toolkit — 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 OedoSoldier/sd-webui-image-sequence-toolkit in production, what risks or prerequisites should they evaluate first?
    pass
    AI named OedoSoldier/sd-webui-image-sequence-toolkit 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 OedoSoldier/sd-webui-image-sequence-toolkit solve, and who is the primary audience?
    pass
    AI named OedoSoldier/sd-webui-image-sequence-toolkit 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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  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite