RRepoGEO

REPOGEO REPORT · LITE

sharonzhou/long_stable_diffusion

Default branch master · commit bfa1fd8b · scanned 6/16/2026, 6:53:36 AM

GitHub: 687 stars · 54 forks

AI VISIBILITY SCORE
30 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 0 warn · 1 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 sharonzhou/long_stable_diffusion, 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
  • hightopics#1
    Add specific topics for better categorization

    Why:

    COPY-PASTE FIX
    text-to-image, stable-diffusion, generative-ai, ai-art, story-illustration, gpt-3, ai-pipeline, long-form
  • highreadme#2
    Reposition README opening to emphasize long-form illustration pipeline

    Why:

    CURRENT
    Right now, Stable Diffusion can only take in a short prompt. What if you want to illustrate a full story? Cue Long Stable Diffusion, a pipeline of generative models to do just that with just a bash script!
    COPY-PASTE FIX
    Stable Diffusion excels at single prompts, but illustrating an entire story or long-form text requires a coherent sequence of images. Long Stable Diffusion is a unique pipeline of generative models (GPT-3 and Stable Diffusion) designed to automate the creation of multiple, contextually relevant illustrations from lengthy textual descriptions, all via a simple bash script.
  • highlicense#3
    Add a LICENSE file or clarify licensing in README

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root with a standard open-source license (e.g., MIT, Apache-2.0), or add a clear statement to the README specifying the license(s) that apply to the project.

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 sharonzhou/long_stable_diffusion
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. Stable Diffusion · recommended 2×
  3. DALL-E 3 · recommended 2×
  4. ChatGPT Plus · recommended 2×
  5. Leonardo.Ai · recommended 2×
  • CATEGORY QUERY
    How to generate a series of AI illustrations for a lengthy story?
    you: not recommended
    AI recommended (in order):
    1. Midjourney
    2. Stable Diffusion
    3. Automatic1111 WebUI
    4. ComfyUI
    5. DALL-E 3
    6. ChatGPT Plus
    7. Microsoft Copilot Pro
    8. Leonardo.Ai
    9. Adobe Firefly

    AI recommended 9 alternatives but never named sharonzhou/long_stable_diffusion. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What AI pipeline can create multiple images from a long textual description?
    you: not recommended
    AI recommended (in order):
    1. Midjourney
    2. Stable Diffusion
    3. ControlNet
    4. DALL-E 3
    5. ChatGPT Plus
    6. Adobe Firefly
    7. Leonardo.Ai

    AI recommended 7 alternatives but never named sharonzhou/long_stable_diffusion. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    fail

    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 sharonzhou/long_stable_diffusion?
    pass
    AI named sharonzhou/long_stable_diffusion explicitly

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

  • If a team adopts sharonzhou/long_stable_diffusion in production, what risks or prerequisites should they evaluate first?
    pass
    AI named sharonzhou/long_stable_diffusion 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 sharonzhou/long_stable_diffusion solve, and who is the primary audience?
    pass
    AI named sharonzhou/long_stable_diffusion 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 sharonzhou/long_stable_diffusion. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/sharonzhou/long_stable_diffusion.svg)](https://repogeo.com/en/r/sharonzhou/long_stable_diffusion)
HTML
<a href="https://repogeo.com/en/r/sharonzhou/long_stable_diffusion"><img src="https://repogeo.com/badge/sharonzhou/long_stable_diffusion.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

sharonzhou/long_stable_diffusion — 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