RRepoGEO

REPOGEO REPORT · LITE

LykosAI/StabilityMatrix

Default branch main · commit d97f6ccb · scanned 6/23/2026, 3:26:44 AM

GitHub: 8,387 stars · 572 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
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
    Clarify the project's unique value proposition immediately in the README

    Why:

    CURRENT
    # Stability Matrix
    COPY-PASTE FIX
    # Stability Matrix

A unified, multi-platform package manager and launcher for various Stable Diffusion UIs (like Automatic1111, ComfyUI, Fooocus) and their associated models, LoRAs, and other assets.
  • mediumtopics#2
    Add more specific topics to highlight the 'manager' and 'launcher' functionality

    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, package-manager, launcher, ai-manager
  • lowreadme#3
    Add a dedicated 'Comparison' or 'FAQ' section to the README

    Why:

    COPY-PASTE FIX
    ## Comparison / FAQ

### How does Stability Matrix differ from individual UIs like Automatic1111 or ComfyUI?
Stability Matrix is not an AI image generation UI itself. Instead, it acts as a central hub to install, update, and manage multiple instances of UIs like Automatic1111, ComfyUI, Fooocus, and others, along with their models and assets, all from one application.

### How does Stability Matrix compare to generic package managers like Conda or Docker?
While Conda or Docker can manage environments, Stability Matrix is specifically designed for the Stable Diffusion ecosystem, offering specialized features for UI installation, model management, versioning, and seamless switching between different AI art generation environments, which generic tools do not provide out-of-the-box.

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 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Conda · recommended 1×
  2. Docker · recommended 1×
  3. venv · recommended 1×
  4. pinokio-ai/pinokio · recommended 1×
  5. LM Studio · recommended 1×
  • CATEGORY QUERY
    How can I easily manage different AI image generation UI installations on my system?
    you: not recommended
    AI recommended (in order):
    1. Conda
    2. Docker
    3. venv
    4. Pinokio (pinokio-ai/pinokio)
    5. LM Studio

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

    Show full AI answer
  • CATEGORY QUERY
    Looking for a unified tool to manage various AI art generation models and environments.
    you: not recommended
    AI recommended (in order):
    1. ComfyUI (ComfyUI/ComfyUI)
    2. Automatic1111's Stable Diffusion Web UI (AUTOMATIC1111/stable-diffusion-webui)
    3. InvokeAI (invoke-ai/InvokeAI)
    4. Fooocus (lllyasviel/Fooocus)
    5. DiffusionBee (kushy/DiffusionBee)
    6. Draw Things (CarsonSlovoka/DrawThings)

    AI recommended 6 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?

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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