RRepoGEO

REPOGEO REPORT · LITE

altryne/sd-webui-colab

Default branch main · commit e714d9ec · scanned 6/5/2026, 6:23:24 AM

GitHub: 500 stars · 56 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 altryne/sd-webui-colab, 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 relevant topics to the repository

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    stable-diffusion, google-colab, colab-notebook, generative-ai, ai-image-generation, webui, automatic1111
  • highreadme#2
    Clarify the README's main heading (H1)

    Why:

    CURRENT
    # Colab version of the amazing stable diffusion web ui repo located here
    COPY-PASTE FIX
    # Google Colab Notebook for Stable Diffusion Web UI
  • mediumhomepage#3
    Add a homepage URL to the repository

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    https://colab.research.google.com/github/altryne/sd-webui-colab/blob/main/Stable_Diffusion_WebUi_Altryne.ipynb

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 altryne/sd-webui-colab
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Hugging Face Spaces
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Hugging Face Spaces · recommended 2×
  2. Google Colaboratory (Colab) Pro / Pro+ · recommended 1×
  3. Kaggle Notebooks · recommended 1×
  4. Gradio · recommended 1×
  5. Streamlit · recommended 1×
  • CATEGORY QUERY
    I need to run a generative AI web interface on a free cloud GPU platform.
    you: not recommended
    AI recommended (in order):
    1. Google Colaboratory (Colab) Pro / Pro+
    2. Hugging Face Spaces
    3. Kaggle Notebooks
    4. Gradio
    5. Streamlit
    6. Oracle Cloud Free Tier
    7. AWS Free Tier
    8. ngrok

    AI recommended 8 alternatives but never named altryne/sd-webui-colab. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How can I quickly deploy a local AI image generation model using cloud storage?
    you: not recommended
    AI recommended (in order):
    1. AWS SageMaker
    2. Amazon S3
    3. Google Cloud Run
    4. Google Cloud Storage (GCS)
    5. Azure Container Instances (ACI)
    6. Azure App Service
    7. Azure Blob Storage
    8. Hugging Face Spaces
    9. Hugging Face Hub
    10. Render
    11. Render Disk
    12. Vercel
    13. Fly.io

    AI recommended 13 alternatives but never named altryne/sd-webui-colab. 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 altryne/sd-webui-colab?
    pass
    AI named altryne/sd-webui-colab explicitly

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

  • If a team adopts altryne/sd-webui-colab in production, what risks or prerequisites should they evaluate first?
    pass
    AI named altryne/sd-webui-colab 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 altryne/sd-webui-colab solve, and who is the primary audience?
    pass
    AI did not name altryne/sd-webui-colab — 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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altryne/sd-webui-colab — 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