RRepoGEO

REPOGEO REPORT · LITE

sudoskys/StableDiffusionBook

Default branch main · commit 241f2a3b · scanned 5/26/2026, 10:07:34 AM

GitHub: 1,972 stars · 118 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 sudoskys/StableDiffusionBook, 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 the README's opening statement to emphasize its guide/wiki nature for workflows and prompt engineering

    Why:

    CURRENT
    本指南是关于 Stable Diffusion WebUi 的使用及围绕相关技术展开的应用指导型 Wiki。
    COPY-PASTE FIX
    This comprehensive guide and wiki focuses on integrating AI image generation tools, specifically Stable Diffusion WebUI, into practical workflows and mastering prompt engineering techniques.
  • mediumtopics#2
    Add more specific topics related to AI workflow and prompt engineering

    Why:

    CURRENT
    aiart, stable-diffusion, stable-diffusion-tutorial, stable-diffusion-webui, stablediffusion
    COPY-PASTE FIX
    aiart, stable-diffusion, stable-diffusion-tutorial, stable-diffusion-webui, stablediffusion, ai-workflow, prompt-engineering, generative-ai-guide, ai-art-workflow, ai-image-generation-guide
  • mediumlicense#3
    Add a clear, dedicated 'License' section to the README

    Why:

    CURRENT
    许可分发 我们的文档使用 `GFDL 自由文档许可` 引用需要公开原始材料，且标明来源.
    COPY-PASTE FIX
    ## License
This documentation is licensed under the GNU Free Documentation License (GFDL). When citing or distributing, please ensure original materials are publicly disclosed and sources are clearly attributed.

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 sudoskys/StableDiffusionBook
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Midjourney
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Midjourney · recommended 2×
  2. Civitai · recommended 2×
  3. Stable Diffusion · recommended 2×
  4. Adobe Firefly · recommended 1×
  5. Photoshop · recommended 1×
  • CATEGORY QUERY
    Looking for a comprehensive guide on integrating AI image generation into creative workflows.
    you: not recommended
    AI recommended (in order):
    1. Adobe Firefly
    2. Photoshop
    3. Illustrator
    4. Midjourney
    5. Civitai
    6. Hugging Face
    7. Stable Diffusion
    8. DALL-E 2
    9. OpenAI

    AI recommended 9 alternatives but never named sudoskys/StableDiffusionBook. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    How to effectively write prompts for AI art models and understand image generation techniques?
    you: not recommended
    AI recommended (in order):
    1. Prompt Engineering Guide
    2. Midjourney
    3. Stable Diffusion
    4. Civitai
    5. Reddit r/StableDiffusion
    6. Lexica.art
    7. PromptBase
    8. AI Art School
    9. Olivio Sarikas
    10. OpenAI DALL-E 2
    11. Google Imagen

    AI recommended 11 alternatives but never named sudoskys/StableDiffusionBook. 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 sudoskys/StableDiffusionBook?
    pass
    AI did not name sudoskys/StableDiffusionBook — 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 sudoskys/StableDiffusionBook in production, what risks or prerequisites should they evaluate first?
    pass
    AI named sudoskys/StableDiffusionBook 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 sudoskys/StableDiffusionBook solve, and who is the primary audience?
    pass
    AI named sudoskys/StableDiffusionBook explicitly

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

Embed your GEO score

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MARKDOWN (README)
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