REPOGEO REPORT · LITE
justjake/Gauss
Default branch main · commit ce8e0b1d · scanned 5/14/2026, 5:11:30 AM
GitHub: 1,352 stars · 32 forks
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.
- highreadme#1Clarify README H1 to emphasize Stable Diffusion
Why:
CURRENT# Gauss
COPY-PASTE FIX# Gauss: Stable Diffusion for macOS
- hightopics#2Add relevant topics for categorization
Why:
COPY-PASTE FIXstable-diffusion, macos, swiftui, coreml, apple-silicon, ai-art, generative-ai
- mediumhomepage#3Set the repository homepage URL
Why:
COPY-PASTE FIXhttps://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.
- DiffusionBee · recommended 2×
- InvokeAI · recommended 2×
- Automatic1111's Stable Diffusion Web UI · recommended 2×
- Draw Things · recommended 2×
- ComfyUI · recommended 2×
- CATEGORY QUERYWhat are the best native macOS apps for running Stable Diffusion models locally?you: not recommendedAI recommended (in order):
- DiffusionBee
- InvokeAI
- Automatic1111's Stable Diffusion Web UI
- Draw Things
- ComfyUI
AI recommended 5 alternatives but never named justjake/Gauss. This is the gap to close.
Show full AI answer
- CATEGORY QUERYSeeking a performant Stable Diffusion tool optimized for Apple Silicon Macs.you: not recommendedAI recommended (in order):
- DiffusionBee
- InvokeAI
- Automatic1111's Stable Diffusion Web UI
- Draw Things
- 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 completenesswarn
Suggestion:
- README presencepass
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?passAI 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?passAI 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?passAI named justjake/Gauss 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 justjake/Gauss. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.
Live preview[](https://repogeo.com/en/r/justjake/Gauss)<a href="https://repogeo.com/en/r/justjake/Gauss"><img src="https://repogeo.com/badge/justjake/Gauss.svg" alt="RepoGEO" /></a>Subscribe to Pro for deep diagnoses
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