REPOGEO REPORT · LITE

SupaGruen/StableDiffusion-CheatSheet

Default branch main · commit 169c57dc · scanned 5/11/2026, 3:32:24 PM

GitHub: 2,049 stars · 149 forks

AI VISIBILITY SCORE

33 /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

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 SupaGruen/StableDiffusion-CheatSheet, 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

Reposition README H1 and opening paragraph to clarify offline nature and function

Why:

CURRENT

# Stable Diffusion Cheat-Sheet

This began as a personal collection of styles and notes. I was curious to see how the artists used in the prompts looked without the other keywords.

COPY-PASTE FIX

# Stable Diffusion Cheat-Sheet: Your Offline HTML Reference for Styles, Prompts, and Image Metadata

This is a pure HTML, CSS, and JavaScript application designed as a completely offline cheat sheet for Stable Diffusion. Download the zip file to get an instant, local reference for over 833 manually tested art styles, prompt notes, and an offline tool to check Stable Diffusion image metadata without needing to run the full software.

mediumtopics#2

Add more specific topics to improve keyword matching

Why:

CURRENT

stable-diffusion, stablediffusion

COPY-PASTE FIX

stable-diffusion, stablediffusion, offline-tool, cheat-sheet, prompt-engineering, image-metadata, art-styles, html-css-js, local-viewer

lowreadme#3

Clarify the 'Just the Data' section in README to prevent misinterpretation

Why:

CURRENT

All the information, but without preview images, is also listed in 'only-data.html'.

COPY-PASTE FIX

All the information, including artist details, categories, and notes, is also available in 'only-data.html' as a pure data reference, specifically designed *without* preview images for a concise overview.

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 SupaGruen/StableDiffusion-CheatSheet

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Civitai.com

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

Civitai.com · recommended 1×
Lexica.art · recommended 1×
The Prompt Engineer's Handbook · recommended 1×
Microsoft Word · recommended 1×
Google Docs · recommended 1×

CATEGORY QUERY
Where can I find an offline reference for Stable Diffusion art styles and prompts?
you: not recommended
AI recommended (in order):
1. Civitai.com
2. Lexica.art
3. The Prompt Engineer's Handbook
4. Microsoft Word
5. Google Docs
6. Microsoft Excel
7. Google Sheets
AI recommended 7 alternatives but never named SupaGruen/StableDiffusion-CheatSheet. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Tool to analyze Stable Diffusion image metadata and discover new art styles offline?
you: not recommended
AI recommended (in order):
1. Automatic1111 web UI
2. Image Browser extension
3. Style Selector extension
4. Dynamic Prompts
5. InvokeAI
6. SD-WebUI-Image-Browser
7. ExifTool
8. Pillow
9. piexif
10. pnginfo
11. XnView MP
12. IrfanView
AI recommended 12 alternatives but never named SupaGruen/StableDiffusion-CheatSheet. 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 SupaGruen/StableDiffusion-CheatSheet?
pass
AI did not name SupaGruen/StableDiffusion-CheatSheet — 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 SupaGruen/StableDiffusion-CheatSheet in production, what risks or prerequisites should they evaluate first?
pass
AI named SupaGruen/StableDiffusion-CheatSheet 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 SupaGruen/StableDiffusion-CheatSheet solve, and who is the primary audience?
pass
AI named SupaGruen/StableDiffusion-CheatSheet 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 SupaGruen/StableDiffusion-CheatSheet. 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)

[![RepoGEO](https://repogeo.com/badge/SupaGruen/StableDiffusion-CheatSheet.svg)](https://repogeo.com/en/r/SupaGruen/StableDiffusion-CheatSheet)

HTML

<a href="https://repogeo.com/en/r/SupaGruen/StableDiffusion-CheatSheet"><img src="https://repogeo.com/badge/SupaGruen/StableDiffusion-CheatSheet.svg" alt="RepoGEO" /></a>

Pro

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SupaGruen/StableDiffusion-CheatSheet — 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