RRepoGEO

REPOGEO REPORT · LITE

Stability-AI/StableStudio

Default branch main · commit 76772d7b · scanned 6/21/2026, 6:52:57 PM

GitHub: 9,045 stars · 920 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
35 /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
3 / 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 Stability-AI/StableStudio, 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 the README's opening statement to clearly define its purpose

    Why:

    CURRENT
    👋 Welcome to StableStudio, the open-source version of DreamStudio!
    COPY-PASTE FIX
    StableStudio is the official open-source web interface for generative AI, providing a user-friendly platform to create and manage AI-generated art, powered by Stability AI models like Stable Diffusion. It is the open-source version of DreamStudio!
  • highhomepage#2
    Add the project's homepage URL

    Why:

    COPY-PASTE FIX
    https://dreamstudio.ai
  • mediumtopics#3
    Expand repository topics with more specific keywords

    Why:

    CURRENT
    frontend, ml, stability-ai, stable-diffusion
    COPY-PASTE FIX
    frontend, ml, stability-ai, stable-diffusion, ai-art-generator, web-ui, generative-ai-interface, stable-diffusion-webui, image-generation

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 Stability-AI/StableStudio
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
gradio-app/gradio
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. gradio-app/gradio · recommended 1×
  2. streamlit/streamlit · recommended 1×
  3. huggingface/transformers · recommended 1×
  4. invoke-ai/InvokeAI · recommended 1×
  5. AUTOMATIC1111/stable-diffusion-webui · recommended 1×
  • CATEGORY QUERY
    Looking for an open-source web interface to interact with generative AI models easily.
    you: not recommended
    AI recommended (in order):
    1. Gradio (gradio-app/gradio)
    2. Streamlit (streamlit/streamlit)
    3. Hugging Face Transformers UI (huggingface/transformers)
    4. InvokeAI (invoke-ai/InvokeAI)
    5. AUTOMATIC1111's Stable Diffusion web UI (AUTOMATIC1111/stable-diffusion-webui)
    6. LobeChat (lobehub/lobe-chat)

    AI recommended 6 alternatives but never named Stability-AI/StableStudio. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best web-based tools for creating and managing AI-generated art?
    you: not recommended
    AI recommended (in order):
    1. Midjourney
    2. DALL-E 3
    3. ChatGPT Plus
    4. Copilot Pro
    5. Stable Diffusion
    6. DreamStudio
    7. Playground AI
    8. Civitai
    9. Leonardo.Ai
    10. Adobe Firefly
    11. NightCafe Creator

    AI recommended 11 alternatives but never named Stability-AI/StableStudio. 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 Stability-AI/StableStudio?
    pass
    AI named Stability-AI/StableStudio explicitly

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

  • If a team adopts Stability-AI/StableStudio in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Stability-AI/StableStudio 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 Stability-AI/StableStudio solve, and who is the primary audience?
    pass
    AI named Stability-AI/StableStudio explicitly

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

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Stability-AI/StableStudio — 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