REPOGEO REPORT · LITE

Suzie1/ComfyUI_Comfyroll_CustomNodes

Default branch main · commit d78b780a · scanned 6/29/2026, 2:37:48 PM

GitHub: 1,268 stars · 170 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

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 Suzie1/ComfyUI_Comfyroll_CustomNodes, 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

Reposition README's opening to highlight key features

Why:

CURRENT

# 🧩 Comfyroll Studio

Co-authored by Suzie1 and RockOfFire

Current version: 1.76

COPY-PASTE FIX

# 🧩 Comfyroll Studio: Custom Nodes for ComfyUI (SDXL & SD1.5)

This repository provides a comprehensive collection of custom nodes for ComfyUI, enhancing Stable Diffusion workflows for both SDXL and SD1.5. Key features include advanced Multi-ControlNet, LoRA management, precise Aspect Ratio controls, and various process switches and utility nodes.

Co-authored by Suzie1 and RockOfFire

Current version: 1.76

highlicense#2

Add a LICENSE file to the repository

Why:

COPY-PASTE FIX

Create a LICENSE file in the repository root with your chosen open-source license (e.g., MIT, Apache-2.0, GPL-3.0).

mediumtopics#3

Add more specific feature-related topics

Why:

CURRENT

comfyui, custom-nodes, nodes, sd15, sdxl, stable-diffusion

COPY-PASTE FIX

comfyui, custom-nodes, nodes, sd15, sdxl, stable-diffusion, controlnet, lora, aspect-ratio

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 Suzie1/ComfyUI_Comfyroll_CustomNodes

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

ComfyUI-Impact-Pack

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

ComfyUI-Impact-Pack · recommended 2×
ComfyUI-Custom-Scripts · recommended 2×
ComfyUI-Advanced-Unet-Nodes · recommended 1×
ComfyUI-Image-Utilities · recommended 1×
ComfyUI-KJNodes · recommended 1×

CATEGORY QUERY
How can I get more control over aspect ratios and essential utilities in ComfyUI?
you: not recommended
AI recommended (in order):
1. ComfyUI-Impact-Pack
2. ComfyUI-Advanced-Unet-Nodes
3. ComfyUI-Custom-Scripts
4. ComfyUI-Image-Utilities
5. ComfyUI-KJNodes
AI recommended 5 alternatives but never named Suzie1/ComfyUI_Comfyroll_CustomNodes. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What ComfyUI extensions offer advanced stable diffusion features like ControlNet and LoRA management?
you: not recommended
AI recommended (in order):
1. ComfyUI Manager
2. ComfyUI-Impact-Pack
3. ComfyUI_UltimateSDUpscale
4. ComfyUI-Advanced-ControlNet
5. ComfyUI-Custom-Scripts
6. ComfyUI-Inspire-Pack
AI recommended 6 alternatives but never named Suzie1/ComfyUI_Comfyroll_CustomNodes. 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 Suzie1/ComfyUI_Comfyroll_CustomNodes?
pass
AI named Suzie1/ComfyUI_Comfyroll_CustomNodes explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts Suzie1/ComfyUI_Comfyroll_CustomNodes in production, what risks or prerequisites should they evaluate first?
pass
AI named Suzie1/ComfyUI_Comfyroll_CustomNodes 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 Suzie1/ComfyUI_Comfyroll_CustomNodes solve, and who is the primary audience?
pass
AI did not name Suzie1/ComfyUI_Comfyroll_CustomNodes — 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 Suzie1/ComfyUI_Comfyroll_CustomNodes. 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)

[![RepoGEO](https://repogeo.com/badge/Suzie1/ComfyUI_Comfyroll_CustomNodes.svg)](https://repogeo.com/en/r/Suzie1/ComfyUI_Comfyroll_CustomNodes)

HTML

<a href="https://repogeo.com/en/r/Suzie1/ComfyUI_Comfyroll_CustomNodes"><img src="https://repogeo.com/badge/Suzie1/ComfyUI_Comfyroll_CustomNodes.svg" alt="RepoGEO" /></a>

Pro

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Suzie1/ComfyUI_Comfyroll_CustomNodes — 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