RRepoGEO

REPOGEO REPORT · LITE

Stability-AI/StableSwarmUI

Default branch master · commit 6071f8f6 · scanned 6/29/2026, 2:21:44 PM

GitHub: 4,931 stars · 402 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
50 /100
Needs work
Category recall
1 / 2
Avg rank #5.0 when recommended
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 Stability-AI/StableSwarmUI, 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
  • highabout#1
    Add the project's homepage URL to the About section

    Why:

    COPY-PASTE FIX
    https://github.com/mcmonkeyprojects/SwarmUI
  • highreadme#2
    Refine the README's opening description to highlight orchestration and multi-backend support

    Why:

    CURRENT
    A Modular Stable Diffusion Web-User-Interface, with an emphasis on making powertools easily accessible, high performance, and extensibility.
    COPY-PASTE FIX
    A Modular, High-Performance Stable Diffusion Web-User-Interface and Orchestration Layer, emphasizing accessible powertools, extensibility, and multi-backend support.
  • mediumtopics#3
    Add specific topics for 'orchestration' and 'multi-backend'

    Why:

    CURRENT
    ai, image-generation, stable-diffusion, stablediffusion, ui
    COPY-PASTE FIX
    ai, image-generation, stable-diffusion, stablediffusion, ui, orchestration, multi-backend

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
1 / 2
50% of queries surface Stability-AI/StableSwarmUI
Avg rank
#5.0
Lower is better. #1 = top recommendation.
Share of voice
10%
Of all named tools, what % are you?
Top rival
Automatic1111's Stable Diffusion web UI
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Automatic1111's Stable Diffusion web UI · recommended 2×
  2. Fooocus · recommended 2×
  3. ComfyUI · recommended 2×
  4. InvokeAI · recommended 2×
  5. DiffusionBee · recommended 1×
  • CATEGORY QUERY
    What are good web UIs for stable diffusion with accessible advanced image generation tools?
    you: #5
    AI recommended (in order):
    1. Automatic1111's Stable Diffusion web UI
    2. Fooocus
    3. ComfyUI
    4. InvokeAI
    5. StableSwarmUI ← you
    Show full AI answer
  • CATEGORY QUERY
    Seeking a high-performance and extensible web user interface for stable diffusion image creation.
    you: not recommended
    AI recommended (in order):
    1. Automatic1111's Stable Diffusion web UI
    2. ComfyUI
    3. Fooocus
    4. InvokeAI
    5. DiffusionBee

    AI recommended 5 alternatives but never named Stability-AI/StableSwarmUI. 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/StableSwarmUI?
    pass
    AI did not name Stability-AI/StableSwarmUI — 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 Stability-AI/StableSwarmUI in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Stability-AI/StableSwarmUI 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/StableSwarmUI solve, and who is the primary audience?
    pass
    AI named Stability-AI/StableSwarmUI 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/StableSwarmUI — 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