RRepoGEO

REPOGEO REPORT · LITE

LykosAI/StabilityMatrix

Default branch main · commit 9650e2d0 · scanned 5/12/2026, 6:42:11 PM

GitHub: 8,155 stars · 556 forks

AI VISIBILITY SCORE
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 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 LykosAI/StabilityMatrix, 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
    Add a strong introductory sentence to the README to clarify its unique purpose

    Why:

    COPY-PASTE FIX
    Stability Matrix is a multi-platform package manager and unified launcher designed to simplify the installation, management, and switching between various Stable Diffusion web UIs like AUTOMATIC1111, ComfyUI, and their associated models and extensions.
  • mediumtopics#2
    Add specific topics emphasizing multi-UI management and launching

    Why:

    CURRENT
    ai, automatic1111, avalonia, comfyui, dotnet, python, sd-webui, stable-diffusion, text2image
    COPY-PASTE FIX
    ai, automatic1111, avalonia, comfyui, dotnet, python, sd-webui, stable-diffusion, text2image, stable-diffusion-manager, sd-launcher, multi-ui-manager
  • mediumreadme#3
    Add a 'Why Stability Matrix?' section to highlight core differentiators

    Why:

    COPY-PASTE FIX
    ## Why Stability Matrix?

Stability Matrix stands out as a unified launcher and manager for multiple Stable Diffusion web UIs (e.g., AUTOMATIC1111, ComfyUI) and their various versions. It offers centralized asset management (models, LORAs, etc.) across these installations, simplifying setup and switching compared to managing each environment manually with generic tools.

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 LykosAI/StabilityMatrix
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Conda
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Conda · recommended 2×
  2. Docker · recommended 2×
  3. SD WebUI Switcher · recommended 1×
  4. Git Worktrees · recommended 1×
  5. Python `venv` · recommended 1×
  • CATEGORY QUERY
    How can I easily manage multiple stable diffusion web UI installations and versions?
    you: not recommended
    AI recommended (in order):
    1. SD WebUI Switcher
    2. Conda
    3. Docker
    4. Git Worktrees
    5. Python `venv`

    AI recommended 5 alternatives but never named LykosAI/StabilityMatrix. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What's the best way to set up and switch between different stable diffusion environments?
    you: not recommended
    AI recommended (in order):
    1. Automatic1111 web UI
    2. ComfyUI
    3. Conda
    4. Miniconda
    5. Docker
    6. Symlinks
    7. Junctions

    AI recommended 7 alternatives but never named LykosAI/StabilityMatrix. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • 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 LykosAI/StabilityMatrix?
    pass
    AI named LykosAI/StabilityMatrix explicitly

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

  • If a team adopts LykosAI/StabilityMatrix in production, what risks or prerequisites should they evaluate first?
    pass
    AI named LykosAI/StabilityMatrix 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 LykosAI/StabilityMatrix solve, and who is the primary audience?
    pass
    AI named LykosAI/StabilityMatrix 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 LykosAI/StabilityMatrix. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

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MARKDOWN (README)
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LykosAI/StabilityMatrix — 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