RRepoGEO

REPOGEO REPORT · LITE

rgthree/rgthree-comfy

Default branch main · commit 738105af · scanned 5/24/2026, 11:11:39 PM

GitHub: 3,093 stars · 234 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 rgthree/rgthree-comfy, 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 opening to clarify role as ComfyUI extension

    Why:

    CURRENT
    A collection of nodes and improvements created while messing around with ComfyUI. I made them for myself to make my workflow cleaner, easier, and faster. You're welcome to try them out. But remember, I made them for my own use cases :)
    COPY-PASTE FIX
    An essential collection of custom nodes and workflow enhancements designed to make ComfyUI more powerful, efficient, and user-friendly. This repository provides critical quality-of-life improvements and advanced features for serious ComfyUI users looking to streamline their generative AI workflows.
  • mediumtopics#2
    Add more specific topics for ComfyUI extensions and workflow

    Why:

    CURRENT
    aiart, comfyui, stable-diffusion
    COPY-PASTE FIX
    aiart, comfyui, stable-diffusion, comfyui-extension, workflow-enhancement, node-workflow
  • lowhomepage#3
    Add a homepage URL to the About section

    Why:

    COPY-PASTE FIX
    https://github.com/rgthree/rgthree-comfy

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 rgthree/rgthree-comfy
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
ComfyUI
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. ComfyUI · recommended 2×
  2. TouchDesigner · recommended 2×
  3. RunwayML · recommended 1×
  4. n8n · recommended 1×
  5. KNIME Analytics Platform · recommended 1×
  • CATEGORY QUERY
    How can I streamline my generative AI node-based workflow for better efficiency and clarity?
    you: not recommended
    AI recommended (in order):
    1. ComfyUI
    2. TouchDesigner
    3. RunwayML
    4. n8n
    5. KNIME Analytics Platform
    6. Grasshopper (for Rhino)

    AI recommended 6 alternatives but never named rgthree/rgthree-comfy. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    What tools enhance the user experience of visual graph interfaces for AI image generation?
    you: not recommended
    AI recommended (in order):
    1. ComfyUI
    2. TouchDesigner
    3. Node-RED
    4. Blender
    5. Grasshopper
    6. Nuke
    7. Dynamo

    AI recommended 7 alternatives but never named rgthree/rgthree-comfy. 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 rgthree/rgthree-comfy?
    pass
    AI named rgthree/rgthree-comfy explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

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

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  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite