RRepoGEO

REPOGEO REPORT · LITE

Stability-AI/StableStudio

Default branch main · commit 76772d7b · scanned 5/11/2026, 1:57:40 PM

GitHub: 9,041 stars · 927 forks

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 README H3 to clarify its role as a generative AI web UI

    Why:

    CURRENT
    <h3>👋 Welcome to StableStudio, the open-source version of <a href="https://dreamstudio.ai" target="_blank">DreamStudio</a>!</h3>
    COPY-PASTE FIX
    <h3>👋 Welcome to StableStudio, the official open-source web interface for generative AI, built by Stability AI. It's the open-source version of <a href="https://dreamstudio.ai" target="_blank">DreamStudio</a>!</h3>
  • mediumtopics#2
    Add more specific topics for better categorization

    Why:

    CURRENT
    frontend, ml, stability-ai, stable-diffusion
    COPY-PASTE FIX
    frontend, ml, stability-ai, stable-diffusion, stable-diffusion-ui, generative-ai-frontend, ai-art-studio, image-generation, web-ui
  • lowhomepage#3
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://dreamstudio.ai

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
AUTOMATIC1111/stable-diffusion-webui
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. AUTOMATIC1111/stable-diffusion-webui · recommended 2×
  2. invoke-ai/InvokeAI · recommended 2×
  3. comfyanonymous/ComfyUI · recommended 2×
  4. lllyasviel/Fooocus · recommended 2×
  5. divamgupta/diffusionbee-stable-diffusion-ui · recommended 1×
  • CATEGORY QUERY
    Seeking a user-friendly frontend to interact with generative image models.
    you: not recommended
    AI recommended (in order):
    1. Automatic1111's Stable Diffusion Web UI (AUTOMATIC1111/stable-diffusion-webui)
    2. InvokeAI (invoke-ai/InvokeAI)
    3. ComfyUI (comfyanonymous/ComfyUI)
    4. Fooocus (lllyasviel/Fooocus)
    5. DiffusionBee (divamgupta/diffusionbee-stable-diffusion-ui)
    6. Draw Things (CarsonSlovoka/DrawThings)

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

    Show full AI answer
  • CATEGORY QUERY
    Looking for customizable open-source tools to build a generative AI art studio.
    you: not recommended
    AI recommended (in order):
    1. Stable Diffusion
    2. Automatic1111 Stable Diffusion web UI (AUTOMATIC1111/stable-diffusion-webui)
    3. ComfyUI (comfyanonymous/ComfyUI)
    4. InvokeAI (invoke-ai/InvokeAI)
    5. Diffusers (huggingface/diffusers)
    6. Krita (KDE/krita)
    7. Krita AI Diffusion (Acly/krita-ai-diffusion)
    8. Fooocus (lllyasviel/Fooocus)

    AI recommended 8 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?

Embed your GEO score

Drop this badge into the README of Stability-AI/StableStudio. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/Stability-AI/StableStudio.svg)](https://repogeo.com/en/r/Stability-AI/StableStudio)
HTML
<a href="https://repogeo.com/en/r/Stability-AI/StableStudio"><img src="https://repogeo.com/badge/Stability-AI/StableStudio.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

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