RRepoGEO

REPOGEO REPORT · LITE

Suzie1/ComfyUI_Comfyroll_CustomNodes

Default branch main · commit d78b780a · scanned 5/18/2026, 8:34:44 AM

GitHub: 1,243 stars · 171 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 H1 to clearly state the repo's purpose and key features

    Why:

    CURRENT
    # 🧩 Comfyroll Studio
    COPY-PASTE FIX
    # 🧩 Comfyroll Studio: Custom Nodes for ComfyUI (SDXL/SD1.5) with Multi-ControlNet, LoRA, Aspect Ratio & More
  • highlicense#2
    Add a LICENSE file to the repository

    Why:

    COPY-PASTE FIX
    Create a `LICENSE` file in the repository root, choosing an appropriate open-source license (e.g., MIT, Apache-2.0, GPL-3.0) and adding its full text.
  • mediumtopics#3
    Add more specific topics reflecting key node functionalities

    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, workflow-automation

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
0%
Of all named tools, what % are you?
Top rival
ComfyUI Manager
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. ComfyUI Manager · recommended 1×
  2. Impact Pack · recommended 1×
  3. WAS Node Suite · recommended 1×
  4. Efficiency Nodes for ComfyUI · recommended 1×
  5. Fooocus Upscale & FaceSwap · recommended 1×
  • CATEGORY QUERY
    How can I enhance my ComfyUI workflows with advanced custom nodes for stable diffusion?
    you: not recommended
    AI recommended (in order):
    1. ComfyUI Manager
    2. Impact Pack
    3. WAS Node Suite
    4. Efficiency Nodes for ComfyUI
    5. Fooocus Upscale & FaceSwap
    6. Comfyroll Custom Nodes
    7. Ultimate SD Upscale

    AI recommended 7 alternatives but never named Suzie1/ComfyUI_Comfyroll_CustomNodes. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What custom node sets offer better aspect Ratio control and multi-controlnet support in ComfyUI?
    you: not recommended
    AI recommended (in order):
    1. Efficiency Nodes
    2. ComfyUI-Impact-Pack
    3. ComfyUI-Advanced-ControlNet
    4. ComfyUI-Image-Rescale-and-Crop
    5. ComfyUI-Custom-Scripts

    AI recommended 5 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)
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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