REPOGEO REPORT · LITE

AbdBarho/stable-diffusion-webui-docker

Default branch master · commit 802d0bcd · scanned 6/18/2026, 10:26:57 PM

GitHub: 7,315 stars · 1,261 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

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

hightopics#1

Correct typo and add specific UI names to topics

Why:

CURRENT

docker, docker-compse, gradio, pytorch, stable-diffusion

COPY-PASTE FIX

docker, docker-compose, gradio, pytorch, stable-diffusion, automatic1111, comfyui

highreadme#2

Strengthen README opening to clarify role as Docker solution for popular UIs

Why:

CURRENT

Run Stable Diffusion on your machine with a nice UI without any hassle!

COPY-PASTE FIX

Run popular Stable Diffusion Web UIs like AUTOMATIC1111 and ComfyUI on your machine with Docker, without any hassle!

mediumhomepage#3
Add a homepage URL to the repository metadata
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

Of all named tools, what % are you?

Top rival

invoke-ai/InvokeAI

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

invoke-ai/InvokeAI · recommended 2×
comfyanonymous/ComfyUI · recommended 2×
huggingface/diffusers · recommended 2×
Automatic1111 Stable Diffusion Web UI · recommended 1×
Fooocus · recommended 1×

CATEGORY QUERY
How can I quickly set up a local image generation AI with a graphical interface using Docker?
you: not recommended
AI recommended (in order):
1. Automatic1111 Stable Diffusion Web UI
2. InvokeAI (invoke-ai/InvokeAI)
3. ComfyUI (comfyanonymous/ComfyUI)
4. Fooocus
5. Diffusers (huggingface/diffusers)
6. Gradio
7. Streamlit
AI recommended 7 alternatives but never named AbdBarho/stable-diffusion-webui-docker. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What are the best options for running generative image models locally with a web UI?
you: not recommended
AI recommended (in order):
1. Automatic1111's Stable Diffusion web UI (AUTOMATIC1111/stable-diffusion-webui)
2. ComfyUI (comfyanonymous/ComfyUI)
3. Fooocus (lllyasviel/Fooocus)
4. InvokeAI (invoke-ai/InvokeAI)
5. Diffusers (huggingface/diffusers)
6. Gradio (gradio-app/gradio)
7. Streamlit (streamlit/streamlit)
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

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MARKDOWN (README)

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HTML

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Pro

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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