RRepoGEO

REPOGEO REPORT · LITE

kijai/ComfyUI-KwaiKolorsWrapper

Default branch main · commit 6fc1cd9d · scanned 6/15/2026, 12:34:16 AM

GitHub: 596 stars · 35 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 kijai/ComfyUI-KwaiKolorsWrapper, 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

2 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION
  • highreadme#1
    Strengthen README's opening sentence to clarify purpose

    Why:

    CURRENT
    Rudimentary wrapper that runs Kwai-Kolors text2image pipeline using diffusers.
    COPY-PASTE FIX
    A ComfyUI custom node that provides a robust wrapper for running the Kwai-Kolors text-to-image diffusion model pipeline using Hugging Face Diffusers.
  • mediumhomepage#2
    Add a homepage URL to the repository

    Why:

    COPY-PASTE FIX
    https://huggingface.co/Kwai-Kolors/Kolors

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 kijai/ComfyUI-KwaiKolorsWrapper
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ComfyUI
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. ComfyUI · recommended 1×
  2. Automatic1111's Stable Diffusion web UI · recommended 1×
  3. ControlNet · recommended 1×
  4. SD-WebUI-Workflows · recommended 1×
  5. Workflow-Nodes · recommended 1×
  • CATEGORY QUERY
    How to integrate powerful text-to-image generation models into a visual node-based workflow?
    you: not recommended
    AI recommended (in order):
    1. ComfyUI
    2. Automatic1111's Stable Diffusion web UI
    3. ControlNet
    4. SD-WebUI-Workflows
    5. Workflow-Nodes
    6. InvokeAI
    7. RunDiffusion
    8. DreamStudio
    9. Stability AI
    10. Node-RED
    11. Unreal Engine's Blueprint
    12. Unity's Bolt/Visual Scripting
    13. Krita
    14. AI Diffusion Plugin

    AI recommended 14 alternatives but never named kijai/ComfyUI-KwaiKolorsWrapper. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for a Python solution to run state-of-the-art text-to-image diffusion models locally.
    you: not recommended
    AI recommended (in order):
    1. Diffusers (huggingface/diffusers)
    2. InvokeAI (invoke-ai/InvokeAI)
    3. Automatic1111's Stable Diffusion Web UI (AUTOMATIC1111/stable-diffusion-webui)
    4. ComfyUI (comfyanonymous/ComfyUI)
    5. PyTorch (pytorch/pytorch)

    AI recommended 5 alternatives but never named kijai/ComfyUI-KwaiKolorsWrapper. 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 kijai/ComfyUI-KwaiKolorsWrapper?
    pass
    AI named kijai/ComfyUI-KwaiKolorsWrapper explicitly

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

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

Embed your GEO score

Drop this badge into the README of kijai/ComfyUI-KwaiKolorsWrapper. 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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kijai/ComfyUI-KwaiKolorsWrapper — 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