REPOGEO REPORT · LITE

chflame163/ComfyUI_LayerStyle

Default branch main · commit d94bef1e · scanned 6/24/2026, 8:38:14 AM

GitHub: 3,080 stars · 200 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 chflame163/ComfyUI_LayerStyle, 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 specific topics to improve categorization

Why:

COPY-PASTE FIX

comfyui, comfyui-nodes, layer-styles, image-compositing, photoshop-like, generative-ai, image-segmentation, object-detection

highreadme#2

Reposition the README's opening to clarify its core purpose for ComfyUI

Why:

CURRENT

# ComfyUI Layer Style

## Important note
Split some nodes of the dependencies that are prone to problems into ComfyUI_LayerStyle_Advance repository. Including: ...

COPY-PASTE FIX

# ComfyUI Layer Style

A comprehensive set of nodes for ComfyUI, enabling Photoshop-like layer and mask compositing directly within your generative AI workflows. Achieve advanced visual effects such as drop shadows, inner glows, bevels, and precise image segmentation, all integrated seamlessly into ComfyUI. 

## Important note
Split some nodes of the dependencies that are prone to problems into ComfyUI_LayerStyle_Advance repository. Including: ...

mediumhomepage#3
Add a homepage URL to the repository's About section
Why:
COPY-PASTE FIX
```
https://github.com/chflame163/ComfyUI_LayerStyle
```

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 chflame163/ComfyUI_LayerStyle

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Foundry Nuke

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

Foundry Nuke · recommended 1×
Blackmagic Design Fusion Studio · recommended 1×
Natron · recommended 1×
Adobe After Effects · recommended 1×
Lockdown · recommended 1×

CATEGORY QUERY
How to achieve Photoshop-style layer and mask compositing within a node-based workflow?
you: not recommended
AI recommended (in order):
1. Foundry Nuke
2. Blackmagic Design Fusion Studio
3. Natron
4. Adobe After Effects
5. Lockdown
6. Blender
7. DaVinci Resolve
AI recommended 7 alternatives but never named chflame163/ComfyUI_LayerStyle. This is the gap to close.
Show full AI answer
CATEGORY QUERY
What tools offer advanced image segmentation and object detection for creative AI projects?
you: not recommended
AI recommended (in order):
1. Detectron2 (facebookresearch/detectron2)
2. YOLO Series
3. MMDetection (open-mmlab/mmdetection)
4. Hugging Face Transformers (huggingface/transformers)
5. OpenCV (opencv/opencv)
6. TensorFlow Object Detection API (tensorflow/models)
AI recommended 6 alternatives but never named chflame163/ComfyUI_LayerStyle. 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 chflame163/ComfyUI_LayerStyle?
pass
AI named chflame163/ComfyUI_LayerStyle explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts chflame163/ComfyUI_LayerStyle in production, what risks or prerequisites should they evaluate first?
pass
AI named chflame163/ComfyUI_LayerStyle 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 chflame163/ComfyUI_LayerStyle solve, and who is the primary audience?
pass
AI did not name chflame163/ComfyUI_LayerStyle — 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 chflame163/ComfyUI_LayerStyle. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

Live preview

MARKDOWN (README)

[![RepoGEO](https://repogeo.com/badge/chflame163/ComfyUI_LayerStyle.svg)](https://repogeo.com/en/r/chflame163/ComfyUI_LayerStyle)

HTML

<a href="https://repogeo.com/en/r/chflame163/ComfyUI_LayerStyle"><img src="https://repogeo.com/badge/chflame163/ComfyUI_LayerStyle.svg" alt="RepoGEO" /></a>

Pro

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chflame163/ComfyUI_LayerStyle — 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