RRepoGEO

REPOGEO REPORT · LITE

lkwq007/stablediffusion-infinity

Default branch master · commit 2e53d778 · scanned 5/15/2026, 11:23:01 PM

GitHub: 3,881 stars · 297 forks

AI VISIBILITY SCORE
28 /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
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 lkwq007/stablediffusion-infinity, 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 project type in README's opening

    Why:

    CURRENT
    # stablediffusion-infinity

Outpainting with Stable Diffusion on an infinite canvas.
    COPY-PASTE FIX
    # stablediffusion-infinity: An Open-Source Web App for Infinite Outpainting with Stable Diffusion

This project is an open-source web application that enables infinite outpainting with Stable Diffusion, providing a self-hostable alternative to commercial image generation services.
  • mediumhomepage#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    https://huggingface.co/spaces/lnyan/stablediffusion-infinity
  • lowreadme#3
    Add a dedicated 'Key Features' section to highlight unique capabilities

    Why:

    COPY-PASTE FIX
    ## Key Features

- **Infinite Canvas Outpainting:** Seamlessly extend images beyond their original boundaries with Stable Diffusion.
- **Web App Interface:** User-friendly GUI based on PyScript and Gradio for easy interaction.
- **Photometric Correction:** Suppress seams for higher quality results (requires `fpie`).
- **Flexible Deployment:** Run on Windows, Linux, MacOS, or via Docker for broad accessibility.

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 lkwq007/stablediffusion-infinity
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
DALL-E 3
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. DALL-E 3 · recommended 2×
  2. Midjourney · recommended 2×
  3. Adobe Photoshop · recommended 2×
  4. DALL-E 2 · recommended 1×
  5. ChatGPT Plus · recommended 1×
  • CATEGORY QUERY
    How to infinitely expand images using AI for creative art projects?
    you: not recommended
    AI recommended (in order):
    1. DALL-E 2
    2. DALL-E 3
    3. ChatGPT Plus
    4. Midjourney
    5. Adobe Photoshop
    6. Adobe Firefly
    7. Stable Diffusion
    8. ControlNet
    9. Automatic1111 (AUTOMATIC1111/stable-diffusion-webui)
    10. Img2Img.AI
    11. Getimg.AI
    12. Playground AI

    AI recommended 12 alternatives but never named lkwq007/stablediffusion-infinity. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are good GUI tools for AI outpainting and extending image backgrounds?
    you: not recommended
    AI recommended (in order):
    1. Adobe Photoshop
    2. Krita
    3. GIMP
    4. Midjourney
    5. DALL-E 3
    6. Automatic1111
    7. ComfyUI

    AI recommended 7 alternatives but never named lkwq007/stablediffusion-infinity. 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 lkwq007/stablediffusion-infinity?
    pass
    AI did not name lkwq007/stablediffusion-infinity — 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 lkwq007/stablediffusion-infinity in production, what risks or prerequisites should they evaluate first?
    pass
    AI named lkwq007/stablediffusion-infinity 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 lkwq007/stablediffusion-infinity solve, and who is the primary audience?
    pass
    AI named lkwq007/stablediffusion-infinity explicitly

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

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lkwq007/stablediffusion-infinity — 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