RRepoGEO

REPOGEO REPORT · LITE

YanWenKun/ComfyUI-Windows-Portable

Default branch main · commit d358cd13 · scanned 6/9/2026, 12:02:15 AM

GitHub: 555 stars · 102 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 YanWenKun/ComfyUI-Windows-Portable, 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 more specific topics to improve categorization

    Why:

    CURRENT
    comfyui, stable-diffusion
    COPY-PASTE FIX
    comfyui, stable-diffusion, comfyui-portable, windows-portable, ai-art-generation, generative-ai, performance-optimization
  • mediumabout#2
    Refine the repository description for clarity and keywords

    Why:

    CURRENT
    🎨ComfyUI standalone pack with 40+ custom nodes. | ComfyUI 大号整合包，预装大量自定义节点（不含SD模型）
    COPY-PASTE FIX
    🎨ComfyUI portable pack for Windows with 40+ custom nodes and performance optimizations. | ComfyUI 大号整合包，预装大量自定义节点（不含SD模型）
  • mediumhomepage#3
    Add a homepage URL to the About section

    Why:

    COPY-PASTE FIX
    https://github.com/YanWenKun/ComfyUI-Windows-Portable

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 YanWenKun/ComfyUI-Windows-Portable
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ComfyUI Manager
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. ComfyUI Manager · recommended 1×
  2. Stability Matrix · recommended 1×
  3. Pinokio · recommended 1×
  4. Vladmandic's ComfyUI Fork · recommended 1×
  5. ComfyUI Portable · recommended 1×
  • CATEGORY QUERY
    Looking for a pre-configured ComfyUI installation for Windows with many custom nodes.
    you: not recommended
    AI recommended (in order):
    1. ComfyUI Manager
    2. Stability Matrix
    3. Pinokio
    4. Vladmandic's ComfyUI Fork
    5. ComfyUI Portable

    AI recommended 5 alternatives but never named YanWenKun/ComfyUI-Windows-Portable. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What are the best portable ComfyUI packages for Windows with performance optimizations?
    you: not recommended
    AI recommended (in order):
    1. ComfyUI Manager (ltdrdata/ComfyUI-Manager)
    2. ComfyUI-Forge (comfyanonymous/ComfyUI-Forge)
    3. Stability Matrix (LykosAI/StabilityMatrix)
    4. Pinokio (pinokio-ai/pinokio)
    5. RunDiffusion
    6. The Last Ben

    AI recommended 6 alternatives but never named YanWenKun/ComfyUI-Windows-Portable. 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 YanWenKun/ComfyUI-Windows-Portable?
    pass
    AI named YanWenKun/ComfyUI-Windows-Portable explicitly

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

  • If a team adopts YanWenKun/ComfyUI-Windows-Portable in production, what risks or prerequisites should they evaluate first?
    pass
    AI named YanWenKun/ComfyUI-Windows-Portable 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 YanWenKun/ComfyUI-Windows-Portable solve, and who is the primary audience?
    pass
    AI named YanWenKun/ComfyUI-Windows-Portable 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 YanWenKun/ComfyUI-Windows-Portable. 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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YanWenKun/ComfyUI-Windows-Portable — 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