RRepoGEO

REPOGEO REPORT · LITE

AbdBarho/stable-diffusion-webui-docker

Default branch master · commit 802d0bcd · scanned 5/9/2026, 3:32:19 AM

GitHub: 7,321 stars · 1,264 forks

AI VISIBILITY SCORE
22 /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
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 AbdBarho/stable-diffusion-webui-docker, 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 opening to emphasize Docker setup

    Why:

    CURRENT
    Run Stable Diffusion on your machine with a nice UI without any hassle!
    COPY-PASTE FIX
    Run Stable Diffusion on your machine with a nice UI *via Docker* without any hassle! This project provides an easy, containerized setup for popular Stable Diffusion UIs like AUTOMATIC1111 and ComfyUI.
  • hightopics#2
    Correct typo in 'docker-compse' topic

    Why:

    CURRENT
    docker, docker-compse, gradio, pytorch, stable-diffusion
    COPY-PASTE FIX
    docker, docker-compose, gradio, pytorch, stable-diffusion
  • mediumhomepage#3
    Add a homepage URL to the repository

    Why:

    COPY-PASTE FIX
    https://github.com/AbdBarho/stable-diffusion-webui-docker/wiki

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 AbdBarho/stable-diffusion-webui-docker
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Automatic1111 Stable Diffusion web UI
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Automatic1111 Stable Diffusion web UI · recommended 1×
  2. ComfyUI · recommended 1×
  3. InvokeAI · recommended 1×
  4. Fooocus · recommended 1×
  5. Stable Diffusion web UI (by Basujindal) · recommended 1×
  • CATEGORY QUERY
    How can I set up a local generative image model with a user-friendly web interface via containers?
    you: not recommended
    AI recommended (in order):
    1. Automatic1111 Stable Diffusion web UI
    2. ComfyUI
    3. InvokeAI
    4. Fooocus
    5. Stable Diffusion web UI (by Basujindal)

    AI recommended 5 alternatives but never named AbdBarho/stable-diffusion-webui-docker. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are simple container-based options for running AI image generation locally with a UI?
    you: not recommended
    AI recommended (in order):
    1. Automatic1111 Stable Diffusion Web UI (AUTOMATIC1111/stable-diffusion-webui)
    2. InvokeAI (invoke-ai/InvokeAI)
    3. ComfyUI (comfyanonymous/ComfyUI)
    4. Fooocus (lllyasviel/Fooocus)
    5. Diffusers (huggingface/diffusers)
    6. Streamlit (streamlit/streamlit)
    7. Gradio (gradio-app/gradio)

    AI recommended 7 alternatives but never named AbdBarho/stable-diffusion-webui-docker. 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 AbdBarho/stable-diffusion-webui-docker?
    pass
    AI did not name AbdBarho/stable-diffusion-webui-docker — 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 AbdBarho/stable-diffusion-webui-docker in production, what risks or prerequisites should they evaluate first?
    pass
    AI named AbdBarho/stable-diffusion-webui-docker 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 AbdBarho/stable-diffusion-webui-docker solve, and who is the primary audience?
    pass
    AI did not name AbdBarho/stable-diffusion-webui-docker — 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 AbdBarho/stable-diffusion-webui-docker. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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AbdBarho/stable-diffusion-webui-docker — 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