RRepoGEO

REPOGEO REPORT · LITE

pkuliyi2015/sd-webui-stablesr

Default branch master · commit 6f616446 · scanned 5/16/2026, 9:48:41 PM

GitHub: 1,097 stars · 56 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 pkuliyi2015/sd-webui-stablesr, 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 opening to emphasize "plugin" and "ultra high-quality"

    Why:

    CURRENT
    StableSR for Stable Diffusion WebUI

Licensed under S-Lab License 1.0

English｜[中文](README_CN.md)

- StableSR is a competitive super-resolution method originally proposed by Jianyi Wang et al.
- This repository is a migration of the StableSR project to the Automatic1111 WebUI.
    COPY-PASTE FIX
    An **Ultra High-quality Image Upscaler Plugin** for Automatic1111 Stable Diffusion WebUI.

This repository brings the competitive StableSR super-resolution method, originally proposed by Jianyi Wang et al., directly into your Stable Diffusion WebUI workflow.
  • mediumreadme#2
    Add a concise "Why StableSR?" section highlighting key differentiators

    Why:

    COPY-PASTE FIX
    ## Why StableSR?
StableSR stands out by offering **ultra high-quality image upscaling** with **significantly less artifacts and better color** compared to many alternatives, especially when using the SD 2.1 768 version. We are continuously working to approach the quality of state-of-the-art closed-source projects like GigaGAN, making it a top choice for high-fidelity image enhancement within the Automatic1111 WebUI.
  • lowlicense#3
    Clarify the "S-Lab License 1.0" in the README

    Why:

    CURRENT
    Licensed under S-Lab License 1.0
    COPY-PASTE FIX
    Licensed under S-Lab License 1.0. For full details, please refer to the [LICENSE file](LICENSE) in this repository.

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 pkuliyi2015/sd-webui-stablesr
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
SwinIR
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. SwinIR · recommended 2×
  2. Fooocus · recommended 1×
  3. Upscayl · recommended 1×
  4. Real-ESRGAN · recommended 1×
  5. Topaz Gigapixel AI · recommended 1×
  • CATEGORY QUERY
    How to achieve ultra high-quality image upscaling for stable diffusion generated art?
    you: not recommended
    AI recommended (in order):
    1. Fooocus
    2. Upscayl
    3. Real-ESRGAN
    4. Topaz Gigapixel AI
    5. Magnific AI
    6. SwinIR
    7. InvokeAI

    AI recommended 7 alternatives but never named pkuliyi2015/sd-webui-stablesr. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best plugins for high-fidelity image resolution enhancement in Stable Diffusion WebUI?
    you: not recommended
    AI recommended (in order):
    1. ControlNet
    2. Ultimate SD Upscale
    3. MultiDiffusion
    4. SD Upscale
    5. ESRGAN
    6. SwinIR
    7. Latent Diffusion Super Resolution (LDSR)
    8. R-ESRGAN 4x+ Anime6B
    9. Tiled Diffusion

    AI recommended 9 alternatives but never named pkuliyi2015/sd-webui-stablesr. 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 pkuliyi2015/sd-webui-stablesr?
    pass
    AI named pkuliyi2015/sd-webui-stablesr explicitly

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

  • If a team adopts pkuliyi2015/sd-webui-stablesr in production, what risks or prerequisites should they evaluate first?
    pass
    AI named pkuliyi2015/sd-webui-stablesr 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 pkuliyi2015/sd-webui-stablesr solve, and who is the primary audience?
    pass
    AI did not name pkuliyi2015/sd-webui-stablesr — 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?

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