RRepoGEO

REPOGEO REPORT · LITE

Sygil-Dev/sygil-webui

Default branch master · commit 15a337cd · scanned 6/22/2026, 4:48:03 PM

GitHub: 7,880 stars · 862 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
35 /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
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 Sygil-Dev/sygil-webui, 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 relevant topics to the repository

    Why:

    COPY-PASTE FIX
    stable-diffusion, stable-diffusion-webui, ai-art, image-generation, deep-learning, machine-learning, textual-inversion, upscaling, gfpgan, realesrgan
  • highhomepage#2
    Add a homepage URL to the repository

    Why:

    COPY-PASTE FIX
    https://sygil.dev
  • mediumreadme#3
    Refine README title and add a concise opening sentence

    Why:

    CURRENT
    # <center>Web-based UI for Stable Diffusion</center>
    COPY-PASTE FIX
    # Sygil-WebUI: A Feature-Rich Web Interface for Stable Diffusion

Sygil-WebUI is a user-friendly web interface for Stable Diffusion, offering advanced features like built-in image enhancers (GFPGAN, realESRGAN), generator preview, textual inversion, K-Diffusion samplers, prompt weighting, and VRAM optimization for efficient AI image generation.

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 Sygil-Dev/sygil-webui
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Automatic1111's Stable Diffusion web UI
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Automatic1111's Stable Diffusion web UI · recommended 1×
  2. ComfyUI · recommended 1×
  3. Fooocus · recommended 1×
  4. InvokeAI · recommended 1×
  5. Leonardo.Ai · recommended 1×
  • CATEGORY QUERY
    What are good web-based interfaces for generating images with Stable Diffusion?
    you: not recommended
    AI recommended (in order):
    1. Automatic1111's Stable Diffusion web UI
    2. ComfyUI
    3. Fooocus
    4. InvokeAI
    5. Leonardo.Ai
    6. RunDiffusion
    7. DreamStudio

    AI recommended 7 alternatives but never named Sygil-Dev/sygil-webui. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Which Stable Diffusion UIs offer image upscaling, textual inversion, and prompt weighting?
    you: not recommended
    AI recommended (in order):
    1. Automatic1111's Stable Diffusion web UI (AUTOMATIC1111/stable-diffusion-webui)
    2. InvokeAI (invoke-ai/InvokeAI)
    3. ComfyUI (comfyanonymous/ComfyUI)
    4. Fooocus (lllyasviel/Fooocus)
    5. Diffusers (huggingface/diffusers)

    AI recommended 5 alternatives but never named Sygil-Dev/sygil-webui. 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 Sygil-Dev/sygil-webui?
    pass
    AI named Sygil-Dev/sygil-webui explicitly

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

  • If a team adopts Sygil-Dev/sygil-webui in production, what risks or prerequisites should they evaluate first?
    pass
    AI named Sygil-Dev/sygil-webui 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 Sygil-Dev/sygil-webui solve, and who is the primary audience?
    pass
    AI named Sygil-Dev/sygil-webui 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 Sygil-Dev/sygil-webui. 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)
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Sygil-Dev/sygil-webui — 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