RRepoGEO

REPOGEO REPORT · LITE

chflame163/ComfyUI_LayerStyle_Advance

Default branch main · commit 7b678b40 · scanned 6/15/2026, 5:33:52 AM

GitHub: 674 stars · 78 forks

AI VISIBILITY SCORE
22 /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
1 / 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_Advance, 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
    Reposition the README's opening paragraph to clearly state its purpose

    Why:

    CURRENT
    The nodes detached from ComfyUI Layer Style are mainly those with complex requirements for dependency packages.
    COPY-PASTE FIX
    ComfyUI Layer Style Advance provides advanced Photoshop-like layer styling and composition nodes for ComfyUI, enabling sophisticated visual effects directly within your generative AI image workflows. These nodes are detached from the main ComfyUI Layer Style project due to their complex dependency requirements.
  • mediumhomepage#2
    Add a homepage URL to the repository

    Why:

    CURRENT
    (none)
    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_Advance
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Krita
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. Krita · recommended 2×
  2. Adobe Photoshop · recommended 1×
  3. Affinity Photo · recommended 1×
  4. GIMP (GNU Image Manipulation Program) · recommended 1×
  5. DaVinci Resolve (Fusion Page) · recommended 1×
  • CATEGORY QUERY
    How can I apply advanced layer styling and composition effects in my generative AI image workflows?
    you: not recommended
    AI recommended (in order):
    1. Adobe Photoshop
    2. Affinity Photo
    3. Krita
    4. GIMP (GNU Image Manipulation Program)
    5. DaVinci Resolve (Fusion Page)
    6. Adobe After Effects
    7. Nuke

    AI recommended 7 alternatives but never named chflame163/ComfyUI_LayerStyle_Advance. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What extensions offer sophisticated image manipulation nodes for generative art pipelines?
    you: not recommended
    AI recommended (in order):
    1. ComfyUI-Impact-Pack
    2. WAS Node Suite
    3. Efficiency Nodes
    4. OpenCV
    5. PyTorch
    6. TensorFlow
    7. Krita
    8. Photoshop

    AI recommended 8 alternatives but never named chflame163/ComfyUI_LayerStyle_Advance. 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_Advance?
    pass
    AI did not name chflame163/ComfyUI_LayerStyle_Advance — 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?

  • If a team adopts chflame163/ComfyUI_LayerStyle_Advance in production, what risks or prerequisites should they evaluate first?
    pass
    AI named chflame163/ComfyUI_LayerStyle_Advance 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_Advance solve, and who is the primary audience?
    pass
    AI did not name chflame163/ComfyUI_LayerStyle_Advance — 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

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MARKDOWN (README)
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chflame163/ComfyUI_LayerStyle_Advance — 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