RRepoGEO

REPOGEO REPORT · LITE

rookiestar28/ComfyUI-OpenClaw

Default branch main · commit 620549ea · scanned 6/9/2026, 5:56:46 AM

GitHub: 546 stars · 57 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 rookiestar28/ComfyUI-OpenClaw, 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 and opening sentence to clarify core purpose

    Why:

    CURRENT
    # ComfyUI-OpenClaw

ComfyUI-OpenClaw is a **security-first orchestration layer** for ComfyUI that combines hardened automation APIs, embedded operator UX, and production deployment controls:
    COPY-PASTE FIX
    # ComfyUI-OpenClaw: Your Security-First AIGC Factory for ComfyUI

ComfyUI-OpenClaw is a custom node pack and **security-first orchestration layer** for ComfyUI, transforming it into your personal AIGC Factory. It combines hardened automation APIs, embedded operator UX, and production deployment controls to manage any picture, any reel, the Comfy way.
  • hightopics#2
    Refine repository topics for better categorization

    Why:

    CURRENT
    agent, agentic-ai, comfyui, comfyui-nodes, discord-bot, feishu-bot, kakaotalk-bot, lark-bot, linebot, openclaw, slack-bot, telegrambot, wechat-bot, whatsapp-bot
    COPY-PASTE FIX
    comfyui, comfyui-nodes, openclaw, generative-ai, ai-orchestration, workflow-automation, llm-integration, secure-automation, messaging-platform-integration, aigen
  • mediumhomepage#3
    Add a homepage URL to the repository's About section

    Why:

    COPY-PASTE FIX
    [YOUR_PROJECT_HOMEPAGE_URL_HERE] (Replace with the actual URL for OpenClaw's main site or a dedicated project page.)

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 rookiestar28/ComfyUI-OpenClaw
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
Prefect
Recommended in 1 of 2 queries
COMPETITOR LEADERBOARD
  1. Prefect · recommended 1×
  2. Apache Airflow · recommended 1×
  3. n8n · recommended 1×
  4. Zapier · recommended 1×
  5. Make · recommended 1×
  • CATEGORY QUERY
    How to automate ComfyUI workflows and integrate with various messaging platforms securely?
    you: not recommended
    AI recommended (in order):
    1. Prefect
    2. Apache Airflow
    3. n8n
    4. Zapier
    5. Make
    6. AWS Step Functions
    7. Azure Logic Apps
    8. Google Cloud Workflows
    9. AWS Secrets Manager
    10. Azure Key Vault
    11. Google Secret Manager

    AI recommended 11 alternatives but never named rookiestar28/ComfyUI-OpenClaw. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Looking for an agentic AI framework to orchestrate AIGC factories with LLM-assisted nodes.
    you: not recommended
    AI recommended (in order):
    1. LangChain
    2. LlamaIndex
    3. AutoGPT
    4. CrewAI
    5. Microsoft Semantic Kernel
    6. Haystack

    AI recommended 6 alternatives but never named rookiestar28/ComfyUI-OpenClaw. 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 rookiestar28/ComfyUI-OpenClaw?
    pass
    AI did not name rookiestar28/ComfyUI-OpenClaw — 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 rookiestar28/ComfyUI-OpenClaw in production, what risks or prerequisites should they evaluate first?
    pass
    AI named rookiestar28/ComfyUI-OpenClaw 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 rookiestar28/ComfyUI-OpenClaw solve, and who is the primary audience?
    pass
    AI named rookiestar28/ComfyUI-OpenClaw explicitly

    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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rookiestar28/ComfyUI-OpenClaw — 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