RRepoGEO

REPOGEO REPORT · LITE

Sygil-Dev/sygil-webui

Default branch master · commit 15a337cd · scanned 5/12/2026, 10:38:11 AM

GitHub: 7,889 stars · 866 forks

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 for Stable Diffusion web UI

    Why:

    COPY-PASTE FIX
    stable-diffusion, stable-diffusion-webui, ai-image-generation, image-upscaling, text-to-image, image-to-image, gfpgan, realesrgan, k-diffusion
  • highreadme#2
    Strengthen README's opening statement with key differentiators

    Why:

    CURRENT
    # <center>Web-based UI for Stable Diffusion</center>
    COPY-PASTE FIX
    # Sygil-Dev Web UI: Advanced Stable Diffusion with Real-time Preview & VRAM Efficiency
  • mediumhomepage#3
    Add a project homepage URL

    Why:

    COPY-PASTE FIX
    https://sygil.dev

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 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Automatic1111's Stable Diffusion web UI · recommended 2×
  2. InvokeAI · recommended 2×
  3. Fooocus · recommended 2×
  4. Midjourney · recommended 1×
  5. Stable Diffusion · recommended 1×
  • CATEGORY QUERY
    How can I generate AI images with a web-based interface and advanced upscaling?
    you: not recommended
    AI recommended (in order):
    1. Midjourney
    2. Stable Diffusion
    3. Automatic1111's Stable Diffusion web UI
    4. InvokeAI
    5. Leonardo.Ai
    6. DALL-E 3
    7. ChatGPT Plus
    8. Microsoft Copilot
    9. Fooocus
    10. Magnific AI

    AI recommended 10 alternatives but never named Sygil-Dev/sygil-webui. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a stable diffusion tool with real-time preview and VRAM-efficient upscaling.
    you: not recommended
    AI recommended (in order):
    1. Fooocus
    2. ComfyUI
    3. Automatic1111's Stable Diffusion web UI
    4. InvokeAI
    5. 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

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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