RRepoGEO

REPOGEO REPORT · LITE

6174/comflowy

Default branch main · commit e1524247 · scanned 5/28/2026, 9:37:59 PM

GitHub: 1,198 stars · 71 forks

AI VISIBILITY SCORE
40 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
2 pass · 0 warn · 0 fail
Objective metadata checks
AI knows your name
3 / 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 6174/comflowy, 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's opening to clarify Comflowy's role as a web platform for ComfyUI

    Why:

    CURRENT
    👋 Welcome to Comflowy
Unleash endless possibilities with ComfyUI and Stable Diffusion, committed to crafting refined AI-Gen tools and cultivating a vibrant community for both developers and users.
    COPY-PASTE FIX
    👋 Welcome to Comflowy: Your Web Platform for ComfyUI & Stable Diffusion Workflows
Comflowy is a web-native platform designed to unleash endless possibilities with ComfyUI and Stable Diffusion, committed to crafting refined AI-Gen tools and cultivating a vibrant community for both developers and users.
  • mediumtopics#2
    Add more specific topics related to web UI and AI workflow management

    Why:

    CURRENT
    comfyui, stable-diffusion, stable-diffusion-webui
    COPY-PASTE FIX
    comfyui, stable-diffusion, stable-diffusion-webui, ai-workflow, visual-programming, web-ui, generative-ai-tools
  • lowlicense#3
    Clarify the project's license in the README

    Why:

    COPY-PASTE FIX
    ## License
This project is licensed under [Specify License Name(s) here, e.g., 'a custom license combining Apache-2.0 and MIT terms']. See the [LICENSE file](LICENSE) for full details.

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 6174/comflowy
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
TouchDesigner
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. TouchDesigner · recommended 1×
  2. Unreal Engine · recommended 1×
  3. Grasshopper · recommended 1×
  4. Node-RED · recommended 1×
  5. Pure Data · recommended 1×
  • CATEGORY QUERY
    Looking for resources to learn and develop custom visual programming workflows for generative AI.
    you: not recommended
    AI recommended (in order):
    1. TouchDesigner
    2. Unreal Engine
    3. Grasshopper
    4. Node-RED
    5. Pure Data
    6. Max/MSP
    7. Google Blockly

    AI recommended 7 alternatives but never named 6174/comflowy. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Seeking tools to enhance the developer and user experience for open-source AI image synthesis.
    you: not recommended
    AI recommended (in order):
    1. Gradio
    2. Hugging Face Spaces
    3. Streamlit
    4. Weights & Biases
    5. ComfyUI
    6. InvokeAI
    7. OpenCV

    AI recommended 7 alternatives but never named 6174/comflowy. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    pass

  • 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 6174/comflowy?
    pass
    AI named 6174/comflowy explicitly

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

  • If a team adopts 6174/comflowy in production, what risks or prerequisites should they evaluate first?
    pass
    AI named 6174/comflowy 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 6174/comflowy solve, and who is the primary audience?
    pass
    AI named 6174/comflowy explicitly

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

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6174/comflowy — 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