RRepoGEO

REPOGEO REPORT · LITE

qunash/stable-diffusion-2-gui

Default branch main · commit 0c877d58 · scanned 6/6/2026, 10:16:58 AM

GitHub: 601 stars · 70 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 qunash/stable-diffusion-2-gui, 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
    Add specific topics for web UI and platform

    Why:

    CURRENT
    image-generation, stable-diffusion
    COPY-PASTE FIX
    image-generation, stable-diffusion, stable-diffusion-webui, gradio, windows-app, local-ui
  • highreadme#2
    Reposition README opening to highlight key differentiators

    Why:

    CURRENT
    # **Stable Diffusion v 2.1 web UI** Gradio app for Stable Diffusion 2 by Stability AI. It uses Hugging Face Diffusers🧨 implementation.
    COPY-PASTE FIX
    # **Stable Diffusion v 2.1 web UI** A lightweight, user-friendly Gradio web UI for Stable Diffusion 2.1. It offers extreme simplicity and ease of setup, especially for Windows users with a pre-compiled executable. Built with Hugging Face Diffusers🧨 implementation, it supports text-to-image, image-to-image, inpainting, upscaling, and depth-to-image.
  • mediumreadme#3
    Add a 'Why choose this UI?' section to the README

    Why:

    COPY-PASTE FIX
    ## Why choose this UI?
This web UI stands out for its extreme simplicity and ease of setup, especially for Windows users. Unlike more complex alternatives, it provides a pre-compiled executable, requiring no Python or Git installation to get started quickly.

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 qunash/stable-diffusion-2-gui
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Midjourney
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Midjourney · recommended 1×
  2. DALL-E 3 · recommended 1×
  3. ChatGPT Plus · recommended 1×
  4. Microsoft Copilot · recommended 1×
  5. Stable Diffusion · recommended 1×
  • CATEGORY QUERY
    What web interface can I use for generating images from text prompts?
    you: not recommended
    AI recommended (in order):
    1. Midjourney
    2. DALL-E 3
    3. ChatGPT Plus
    4. Microsoft Copilot
    5. Stable Diffusion
    6. Clipdrop
    7. DreamStudio
    8. Leonardo.Ai
    9. Adobe Firefly
    10. Bing Image Creator

    AI recommended 10 alternatives but never named qunash/stable-diffusion-2-gui. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How to perform image upscaling, inpainting, and depth-to-image with a simple UI?
    you: not recommended
    AI recommended (in order):
    1. Fooocus
    2. Automatic1111's Stable Diffusion Web UI
    3. InvokeAI
    4. ComfyUI
    5. Upscayl
    6. Topaz Photo AI
    7. Photoshop

    AI recommended 7 alternatives but never named qunash/stable-diffusion-2-gui. 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 qunash/stable-diffusion-2-gui?
    pass
    AI named qunash/stable-diffusion-2-gui explicitly

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

  • If a team adopts qunash/stable-diffusion-2-gui in production, what risks or prerequisites should they evaluate first?
    pass
    AI named qunash/stable-diffusion-2-gui 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 qunash/stable-diffusion-2-gui solve, and who is the primary audience?
    pass
    AI did not name qunash/stable-diffusion-2-gui — 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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qunash/stable-diffusion-2-gui — 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