RRepoGEO

REPOGEO REPORT · LITE

arenasys/stable-diffusion-webui-model-toolkit

Default branch master · commit e19dd46e · scanned 5/29/2026, 9:08:25 AM

GitHub: 531 stars · 38 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 arenasys/stable-diffusion-webui-model-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 README H1 to specify it's an A1111 WebUI extension

    Why:

    CURRENT
    # stable-diffusion-model-toolkit
    COPY-PASTE FIX
    # stable-diffusion-webui-model-toolkit: An Automatic1111 WebUI Extension for Model Management
  • hightopics#2
    Add specific topics to improve categorization

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    stable-diffusion, automatic1111, webui-extension, model-management, safetensors, model-pruning, model-conversion
  • mediumhomepage#3
    Add a homepage URL

    Why:

    COPY-PASTE FIX
    https://github.com/arenasys/stable-diffusion-webui-model-toolkit

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 arenasys/stable-diffusion-webui-model-toolkit
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Diffusers
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Diffusers · recommended 2×
  2. PyTorch · recommended 2×
  3. 🤗 Optimum · recommended 1×
  4. ONNX Runtime · recommended 1×
  5. GGUF · recommended 1×
  • CATEGORY QUERY
    How to reduce the file size of large stable diffusion models effectively?
    you: not recommended
    AI recommended (in order):
    1. 🤗 Optimum
    2. ONNX Runtime
    3. GGUF
    4. llama.cpp
    5. Diffusers
    6. SparseML
    7. PyTorch
    8. TensorFlow

    AI recommended 8 alternatives but never named arenasys/stable-diffusion-webui-model-toolkit. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Utility for extracting and replacing specific components in stable diffusion models?
    you: not recommended
    AI recommended (in order):
    1. Diffusers
    2. A1111 Web UI (Automatic1111/stable-diffusion-webui)
    3. ComfyUI
    4. Kohya's SD-Scripts
    5. SD-WebUI-Components
    6. PyTorch

    AI recommended 6 alternatives but never named arenasys/stable-diffusion-webui-model-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 arenasys/stable-diffusion-webui-model-toolkit?
    pass
    AI did not name arenasys/stable-diffusion-webui-model-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 arenasys/stable-diffusion-webui-model-toolkit in production, what risks or prerequisites should they evaluate first?
    pass
    AI named arenasys/stable-diffusion-webui-model-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 arenasys/stable-diffusion-webui-model-toolkit solve, and who is the primary audience?
    pass
    AI named arenasys/stable-diffusion-webui-model-toolkit explicitly

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

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arenasys/stable-diffusion-webui-model-toolkit — 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