REPOGEO REPORT · LITE

itq5/OpenClaw-Admin

Default branch main · commit d722891e · scanned 5/30/2026, 5:12:14 AM

GitHub: 786 stars · 202 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 itq5/OpenClaw-Admin, 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

Enhance README's opening to emphasize 'orchestration' and 'dashboard' for AI agents

Why:

CURRENT

# Claw Admin - AI 智能体管理平台

<p align="center">
  <strong>现代化的 AI 智能体网关管理控制台</strong>
</p>

...

## 项目简介

Claw Admin 是一个基于 Vue 3 构建的现代化 AI 智能体管理平台，同时支持 **OpenClaw Gateway** 和 **Hermes Agent** 两大 AI 智能体网关。

COPY-PASTE FIX

# Claw Admin - AI 智能体管理平台

<p align="center">
  <strong>现代化的 AI 智能体网关管理控制台，提供全面的 AI 智能体编排与可视化仪表盘。</strong>
</p>

...

## 项目简介

Claw Admin 是一个基于 Vue 3 构建的现代化 AI 智能体管理平台，同时支持 **OpenClaw Gateway** 和 **Hermes Agent** 两大 AI 智能体网关，提供完整的 Web 管理界面。通过直观的可视化操作，用户可以轻松管理、编排和监控 AI 智能体、会话、模型、频道、技能等核心功能。

hightopics#2

Add broader, more descriptive topics for AI agent management

Why:

CURRENT

dashboard, hermes, hermes-agent, openclaw, ui, web

COPY-PASTE FIX

dashboard, hermes, hermes-agent, openclaw, ui, web, ai-management, ai-agent-orchestration, ai-dashboard, ai-gateway-management

mediumabout#3

Enhance the repository description with key AI agent management terms

Why:

CURRENT

Claw-Admin 是一个基于 Vue 3 构建的现代化 AI 智能体管理平台，同时支持 OpenClaw Gateway 和 Hermes Agent 两大 AI 智能体网关提供完整的 Web 管理界面。通过直观的可视化操作，用户可以轻松管理 AI 智能体、会话、模型、频道、技能等核心功能。

COPY-PASTE FIX

Claw-Admin 是一个基于 Vue 3 构建的现代化 AI 智能体管理平台，同时支持 OpenClaw Gateway 和 Hermes Agent 两大 AI 智能体网关，提供完整的 Web 管理界面。通过直观的可视化操作，用户可以轻松管理、编排和监控 AI 智能体、会话、模型、频道、技能等核心功能，是一个全面的 AI 智能体编排与管理仪表盘。

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 itq5/OpenClaw-Admin

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

OpenAI Platform

Recommended in 1 of 2 queries

COMPETITOR LEADERBOARD

OpenAI Platform · recommended 1×
Assistants API · recommended 1×
LangChain · recommended 1×
LangServe · recommended 1×
LangSmith · recommended 1×

CATEGORY QUERY
What are good web-based platforms for managing multiple AI agents and their gateways?
you: not recommended
AI recommended (in order):
1. OpenAI Platform
2. Assistants API
3. LangChain
4. LangServe
5. LangSmith
6. Microsoft Azure AI Studio
7. Azure OpenAI Service
8. Google Cloud Vertex AI
9. Hugging Face Inference Endpoints
10. Hugging Face Spaces
11. AWS API Gateway
12. AWS Lambda
13. AWS ECS
14. Google Cloud API Gateway
15. Google Cloud Functions
16. Google Cloud Run
17. Azure Functions
18. Azure Container Apps
19. Portkey.ai
AI recommended 19 alternatives but never named itq5/OpenClaw-Admin. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Looking for an AI agent dashboard with real-time monitoring and an integrated web CLI terminal.
you: not recommended
AI recommended (in order):
1. Portainer Business Edition
2. Grafana
3. Prometheus
4. Loki
5. Web Shell in Grafana
6. Datadog
7. Netdata
8. Splunk Observability Cloud
9. AWS CloudWatch
10. AWS Systems Manager Session Manager
AI recommended 10 alternatives but never named itq5/OpenClaw-Admin. 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 itq5/OpenClaw-Admin?
pass
AI named itq5/OpenClaw-Admin explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts itq5/OpenClaw-Admin in production, what risks or prerequisites should they evaluate first?
pass
AI named itq5/OpenClaw-Admin 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 itq5/OpenClaw-Admin solve, and who is the primary audience?
pass
AI named itq5/OpenClaw-Admin explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

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MARKDOWN (README)

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HTML

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