RRepoGEO

REPOGEO REPORT · LITE

chflame163/ComfyUI_LayerStyle

Default branch main · commit d94bef1e · scanned 5/13/2026, 9:42:56 PM

GitHub: 3,020 stars · 196 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 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 relevant topics to improve categorization

    Why:

    CURRENT
    (none)
    COPY-PASTE FIX
    comfyui, comfyui-nodes, layer-styles, image-compositing, photoshop-like, image-segmentation, object-detection, generative-ai
  • highreadme#2
    Reposition README's opening to clearly state core value

    Why:

    CURRENT
    # ComfyUI Layer Style

## Important note
Split some nodes of the dependencies...
    COPY-PASTE FIX
    # ComfyUI Layer Style

A comprehensive set of custom nodes for ComfyUI, enabling Photoshop-like layer and mask compositing, advanced image segmentation, and object detection directly within your generative AI workflows. This repository empowers artists and designers to achieve sophisticated visual effects and precise image manipulation.

## Important note
Split some nodes of the dependencies...
  • mediumexamples#3
    Add clear usage examples to the README

    Why:

    COPY-PASTE FIX
    ## Usage Examples

Provide step-by-step examples with workflows demonstrating key functionalities like Photoshop-style layer blending, advanced mask compositing, and specific object detection scenarios. Include screenshots or workflow JSONs for clarity.

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
0%
Of all named tools, what % are you?
Top rival
ComfyUI-Impact-Pack
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. ComfyUI-Impact-Pack · recommended 2×
  2. ComfyUI-layer-manager · recommended 1×
  3. ComfyUI_UltimateSDUpscale · recommended 1×
  4. ComfyUI-Image-Utilities · recommended 1×
  5. ComfyUI_essentials · recommended 1×
  • CATEGORY QUERY
    How can I achieve Photoshop-like layer and mask compositing within ComfyUI workflows?
    you: not recommended
    AI recommended (in order):
    1. ComfyUI-Impact-Pack
    2. ComfyUI-layer-manager
    3. ComfyUI_UltimateSDUpscale
    4. ComfyUI-Image-Utilities
    5. ComfyUI_essentials

    AI recommended 5 alternatives but never named chflame163/ComfyUI_LayerStyle. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools provide advanced image segmentation and object detection for ComfyUI projects?
    you: not recommended
    AI recommended (in order):
    1. ComfyUI-Impact-Pack
    2. ComfyUI-SAM-Loader
    3. ComfyUI-Yolo-World-Nodes
    4. ComfyUI-GroundingDINO-Nodes
    5. Mask2Former
    6. Mask DINO
    7. ControlNet
    8. ControlNet-v1-1-segmentation
    9. ControlNet-v1-1-depth

    AI recommended 9 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.

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MARKDOWN (README)
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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