RRepoGEO

REPOGEO REPORT · LITE

justjake/Gauss

Default branch main · commit ce8e0b1d · scanned 5/14/2026, 5:11:30 AM

GitHub: 1,352 stars · 32 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 justjake/Gauss, 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 README H1 to emphasize Stable Diffusion

    Why:

    CURRENT
    # Gauss
    COPY-PASTE FIX
    # Gauss: Stable Diffusion for macOS
  • hightopics#2
    Add relevant topics for categorization

    Why:

    COPY-PASTE FIX
    stable-diffusion, macos, swiftui, coreml, apple-silicon, ai-art, generative-ai
  • mediumhomepage#3
    Set the repository homepage URL

    Why:

    COPY-PASTE FIX
    https://github.com/justjake/Gauss/releases

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 justjake/Gauss
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
DiffusionBee
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. DiffusionBee · recommended 2×
  2. InvokeAI · recommended 2×
  3. Automatic1111's Stable Diffusion Web UI · recommended 2×
  4. Draw Things · recommended 2×
  5. ComfyUI · recommended 2×
  • CATEGORY QUERY
    What are the best native macOS apps for running Stable Diffusion models locally?
    you: not recommended
    AI recommended (in order):
    1. DiffusionBee
    2. InvokeAI
    3. Automatic1111's Stable Diffusion Web UI
    4. Draw Things
    5. ComfyUI

    AI recommended 5 alternatives but never named justjake/Gauss. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking a performant Stable Diffusion tool optimized for Apple Silicon Macs.
    you: not recommended
    AI recommended (in order):
    1. DiffusionBee
    2. InvokeAI
    3. Automatic1111's Stable Diffusion Web UI
    4. Draw Things
    5. ComfyUI

    AI recommended 5 alternatives but never named justjake/Gauss. 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 justjake/Gauss?
    pass
    AI named justjake/Gauss explicitly

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

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

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

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justjake/Gauss — 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