RRepoGEO

REPOGEO REPORT · LITE

dulaiduwang003/comfyui-openrouter-ai

Default branch main · commit a3739a1d · scanned 6/8/2026, 5:32:54 PM

GitHub: 763 stars · 219 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 dulaiduwang003/comfyui-openrouter-ai, 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 the README's opening to clearly state its platform identity

    Why:

    CURRENT
    面向 AI 创作与工作流的全栈开源项目：前端基于 Vue 3 + Vite + TypeScript + Element Plus，后端采用 Spring Boot 3 多模块架构，集成登录鉴权、聊天（LLM/OpenRouter 流式）、ComfyUI 工作流编排、对象存储（阿里云 OSS）、通知邮件、系统管理等能力。
    COPY-PASTE FIX
    Conni-X-Pro is an all-in-one, self-hostable open-source platform designed for comprehensive management of ComfyUI workflows and integrated AI models. It provides a full-stack solution with features like load balancing, visual forms, a user system with credits, and a complete admin panel, built on Spring Boot 3 and Vue 3.
  • mediumabout#2
    Add a homepage URL to the repository metadata

    Why:

    COPY-PASTE FIX
    Add the official project homepage URL (e.g., 'https://conni-x-pro.com' or your project's live demo/documentation site) to the repository settings.
  • mediumtopics#3
    Expand repository topics to include 'platform', 'orchestration', 'self-hosted', and 'full-stack'

    Why:

    CURRENT
    comfyui, comfyui-workflow, java, jdk22, openrouter-api, springboot3, typescript, vue
    COPY-PASTE FIX
    comfyui, comfyui-workflow, java, jdk22, openrouter-api, springboot3, typescript, vue, platform, orchestration, self-hosted, full-stack

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 dulaiduwang003/comfyui-openrouter-ai
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. NginxProxyManager/nginx-proxy-manager · recommended 1×
  3. caddyserver/caddy · recommended 1×
  4. keycloak/keycloak · recommended 1×
  5. authelia/authelia · recommended 1×
  • CATEGORY QUERY
    How to self-host an open-source platform for managing ComfyUI workflows with user accounts?
    you: not recommended
    AI recommended (in order):
    1. ComfyUI Manager
    2. Nginx Proxy Manager (NginxProxyManager/nginx-proxy-manager)
    3. Caddy (caddyserver/caddy)
    4. Keycloak (keycloak/keycloak)
    5. Authelia (authelia/authelia)
    6. ComfyUI-Workflows-Server (ltdrdata/ComfyUI-Workflows-Server)
    7. JupyterHub (jupyterhub/jupyterhub)
    8. Portainer (portainer/portainer)
    9. Docker (moby/moby)
    10. Gitea (go-gitea/gitea)

    AI recommended 10 alternatives but never named dulaiduwang003/comfyui-openrouter-ai. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    I need a full-stack Spring Boot and Vue solution for AI model and ComfyUI workflow orchestration.
    you: not recommended
    AI recommended (in order):
    1. Spring Boot
    2. Vue.js
    3. Spring AI
    4. Spring Cloud Data Flow
    5. Apache Airflow
    6. Temporal
    7. Camunda Platform
    8. Kubernetes
    9. Prefect

    AI recommended 9 alternatives but never named dulaiduwang003/comfyui-openrouter-ai. 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 dulaiduwang003/comfyui-openrouter-ai?
    pass
    AI did not name dulaiduwang003/comfyui-openrouter-ai — 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 dulaiduwang003/comfyui-openrouter-ai in production, what risks or prerequisites should they evaluate first?
    pass
    AI named dulaiduwang003/comfyui-openrouter-ai 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 dulaiduwang003/comfyui-openrouter-ai solve, and who is the primary audience?
    pass
    AI did not name dulaiduwang003/comfyui-openrouter-ai — 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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dulaiduwang003/comfyui-openrouter-ai — 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