RRepoGEO

REPOGEO REPORT · LITE

city96/ComfyUI_ExtraModels

Default branch main · commit 92f556ed · scanned 6/8/2026, 4:38:01 PM

GitHub: 536 stars · 63 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 city96/ComfyUI_ExtraModels, 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
    Clarify README's opening sentence to specify "custom node"

    Why:

    CURRENT
    This repository aims to add support for various different image diffusion models to ComfyUI.
    COPY-PASTE FIX
    This repository provides a ComfyUI custom node to add support for various different image diffusion models, including DiT, PixArt, HunYuanDiT, MiaoBi, and several VAEs.
  • hightopics#2
    Add more specific topics for ComfyUI extensions

    Why:

    CURRENT
    comfyui, stable-diffusion
    COPY-PASTE FIX
    comfyui, stable-diffusion, comfyui-custom-node, comfyui-extension, diffusion-models
  • mediumhomepage#3
    Add the repository URL as the project homepage

    Why:

    COPY-PASTE FIX
    https://github.com/city96/ComfyUI_ExtraModels

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 city96/ComfyUI_ExtraModels
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
huggingface/diffusers
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. huggingface/diffusers · recommended 1×
  2. OpenAI API · recommended 1×
  3. Stability AI API · recommended 1×
  4. Midjourney API · recommended 1×
  5. Replicate API · recommended 1×
  • CATEGORY QUERY
    How to add support for more image generation models in a visual workflow tool?
    you: not recommended
    AI recommended (in order):
    1. Hugging Face Diffusers (huggingface/diffusers)
    2. OpenAI API
    3. Stability AI API
    4. Midjourney API
    5. Replicate API
    6. AWS SageMaker
    7. Google Cloud AI Platform

    AI recommended 7 alternatives but never named city96/ComfyUI_ExtraModels. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking tools to integrate various modern image diffusion architectures into my pipeline.
    you: not recommended
    AI recommended (in order):
    1. Diffusers
    2. KerasCV
    3. PyTorch Lightning
    4. OpenMMLab's MMDiffusion
    5. ComfyUI
    6. Automatic1111's Stable Diffusion WebUI

    AI recommended 6 alternatives but never named city96/ComfyUI_ExtraModels. 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 city96/ComfyUI_ExtraModels?
    pass
    AI named city96/ComfyUI_ExtraModels explicitly

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

  • If a team adopts city96/ComfyUI_ExtraModels in production, what risks or prerequisites should they evaluate first?
    pass
    AI named city96/ComfyUI_ExtraModels 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 city96/ComfyUI_ExtraModels solve, and who is the primary audience?
    pass
    AI named city96/ComfyUI_ExtraModels explicitly

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

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city96/ComfyUI_ExtraModels — 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