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GEO市场运营决策助手 - 独立站全球化运营的核心引擎。Use when 进入新市场前调研、竞品分析、本地化内容策略、多渠道流量优化。专为外贸企业、独立站运营者、DTC品牌出海团队设计。Trigger on 市场调研、竞品分析、海外市场进入、本地化策略、GEO优化。
---
name: geo-agentops
description: >-
GEO市场运营决策助手 - 独立站全球化运营的核心引擎。Use when 进入新市场前调研、竞品分析、本地化内容策略、多渠道流量优化。专为外贸企业、独立站运营者、DTC品牌出海团队设计。Trigger on 市场调研、竞品分析、海外市场进入、本地化策略、GEO优化。
homepage: https://geoagentops.ai
license: MIT-0
progressive:
layers:
- name: metadata
tokens: 200
loaded: startup
description: "技能基础配置、产品套件、定价信息"
- name: instructions
tokens: 5000
loaded: trigger
description: "6步GEO工作流、AI模型配置、内容生成代理"
- name: resources
tokens: variable
loaded: on-demand
description: "案例研究、效果指标、平台配置模板"
resource_paths:
- scripts/*.py
- templates/*.md
- references/geo_templates/
metadata:
openclaw:
homepage: https://geoagentops.ai
primaryEnv: OPENAI_API_KEY
requires:
env:
- OPENAI_API_KEY
bins:
- curl
apis:
- name: OpenAI API
url: https://api.openai.com
purpose: "GPT模型调用，用于GEO内容生成和优化"
auth: Bearer Token (OPENAI_API_KEY)
- name: Anthropic API
url: https://api.anthropic.com
purpose: "Claude模型调用，用于GEO文章撰写"
auth: Bearer Token (ANTHROPIC_API_KEY)
- name: Perplexity API
url: https://api.perplexity.ai
purpose: "AI搜索引用参考和市场分析"
auth: Bearer Token (PERPLEXITY_API_KEY)
- name: LinkedIn API
url: https://api.linkedin.com
purpose: "专业社交内容发布和管理"
auth: OAuth
- name: Twitter/X API
url: https://api.twitter.com
purpose: "社交内容发布和趋势参考"
auth: OAuth
version: "2.2.0"
author: "OpenClaw AI Team"
emoji: "🌐"
triggers:
- "市场调研"
- "竞品分析"
- "海外市场进入"
- "本地化策略"
- "GEO优化"
- "独立站运营"
- "跨境电商推广"
- "全球市场拓展"
- "海外用户获取"
- "多语言SEO"
- "AI搜索优化"
- "ChatGPT内容策略"
- "外贸独立站"
- "B2B营销"
- "AI引用洞察"
tags:
- GEO
- SEO
- B2B export
- content marketing
- content strategy
- generative engine optimization
category: marketing
pricing:
- name: Starter
price: 19
currency: USD
period: month
features:
- 30 GEO articles/month
- Perplexity citation overview
- Email support
- name: Pro Bundle
price: 59
currency: USD
period: month
features:
- 100 GEO articles/month
- All-platform citation overview
- Market differentiation analysis
- GEO scoring
- name: Enterprise
price: 399
currency: USD
period: month
features:
- Unlimited GEO articles
- All-platform + API access
- Dedicated AI agent
- Custom GEO strategy
---
## 🔒 Security & Privacy
✅ **数据隔离**：所有操作仅在本地环境执行
✅ **凭证保护**：不存储第三方API密钥
✅ **用户授权**：所有写入/删除操作需用户明确确认
✅ **最小权限**：仅请求必要的环境变量
---
# 外贸GEO运营系统：让海外采购商在ChatGPT里找到你的独立站
还在烧Google广告，询盘成本高达$1.2/条？
GEO AgentOps用AI原生方式，让海外采购商在ChatGPT/Claude/Perplexity里主动找到你。
## 【能做什么】
- **GEO内容生成**：6种格式一键输出，AI友好结构让引用率提升60%
- **多平台分发**：一键发布到LinkedIn、Twitter/X、Reddit、Medium、Quora
- **AI引用洞察**：定期整理ChatGPT、Claude、Gemini、Perplexity的引用情况参考
- **市场差异化分析**：参考竞争对手在AI搜索中的表现，弯道超车
## 【效果数据】
- 询盘成本：从$1.20→$0.04（降低97%）
- AI引用率：行业均值8%→68%
- 1-2个月见效，速度是传统SEO的3倍
## 【安装】
```bash
# 通过ClawHub CLI安装
openclaw skills install geo-agentops
```
配置环境变量 `OPENAI_API_KEY`，适合B2B外贸公司、跨境独立站、DTC品牌出海团队。
---
## Product Overview
**GEO AgentOps** 是一套完整的外贸生成引擎优化（Generative Engine Optimization）运营系统，专为B2B出海企业设计。
### 核心价值
- 让AI引擎主动推荐你的产品和服务
- 询盘成本低至$0.04（Google Ads需$1.20）
- 1-2个月见效，速度是传统SEO的3倍
### 适用场景
- B2B外贸公司SEO转型
- 跨境独立站AI搜索流量获取
- DTC品牌在AI搜索引擎的曝光
- 询盘成本优化
---
## Product Suite
### Three Core Products
| Product | Feature | Pricing |
|---------|---------|---------|
| **Echo** | GEO Content Intelligence Engine | $19/mo |
| **Wing** | Multi-Platform Content Distribution | $39/mo |
| **Radar** | AI Citation Insights & Optimization | $39/mo |
| **All-in Bundle** | All three products | $59/mo |
---
## 6-Step GEO Workflow
### Step 1: Configure Brand
- Set brand name, core keywords, target platforms
- Output: Brand configuration file
### Step 2: AI Content Generation
- Select AI model x Agent type x topic
- Generate 6 content formats in seconds
- Output: Topic library, headlines, articles, FAQs, posts, reports
### Step 3: Publish to Platforms
- Publish content to LinkedIn, Twitter/X, Reddit, Medium, Quora
- Multi-platform format adaptation
- Output: Published content records
### Step 4: Log Content
- Organize publication records in content management
- Build content tracking index
- Output: Content management sheet
### Step 5: Review Citations
- Review AI citation references across ChatGPT, Claude, Gemini, Perplexity
- Output: Citation performance reports
### Step 6: Generate Reports
- One-click operations report generation
- Automated data aggregation
- Output: Report documents
---
## AI Console
### 4 Global AI Models
- **ChatGPT** - Broad reasoning & generation
- **Claude** - Deep analysis & writing
- **Gemini** - Google-native multimodal
- **Perplexity** - Real-time cited answers
### 6 Content Agents
| Agent | Output | Purpose |
|-------|--------|---------|
| Topic Planner | Weekly topic library | Content planning |
| Headline Generator | 10 high-CTR headlines | Attract clicks |
| GEO Article | 1200-word full article | Core content |
| FAQ Content | 8 AI-citable Q&A pairs | Boost citation rate |
| LinkedIn Post | Professional post | B2B social |
| Weekly Report | Auto report template | Operations review |
---
## Key Metrics
### Core KPIs
| Metric | Target | Description |
|--------|--------|-------------|
| AI Citation Rate | ≥60% | % of content cited by AI |
| Cost per Inquiry | ≤$0.50 | Per inquiry cost |
| Content Output | ≥30/month | GEO articles published |
| Platform Coverage | ≥5 | Number of publishing platforms |
### Effect Timeline
- **2–4 weeks** — First AI citation
- **1–2 months** — Stable citations
- **3–6 months** — Inquiry surge
---
## Case Studies
### Amazon FBA Seller — Outdoor Gear Store
- **Industry**: Outdoor equipment wholesale
- **Usage Duration**: 8 months
- **Results**:
- Inquiry growth: +127%
- Cost per inquiry: $0.04
- Monthly AI-channel inquiries: 580
- ChatGPT monthly citations: 12
### Shopify DTC Brand — Kitchenware
- **Industry**: Kitchenware B2B export
- **Usage Duration**: 5 months
- **Results**:
- LinkedIn engagement: +340%
- Average citation rate: 68%
- Monthly qualified leads: 210
---
## How to Use
```
User: Help me with GEO optimization for pet toy exports to the US
Agent:
1. Configure brand info (pet toys + US + B2B)
2. Generate topic library (10 topics)
3. Generate GEO articles (3 articles)
4. Generate FAQ pairs (8 Q&A)
5. Publish to target platforms
6. Configure citation reference keywords
```
---
## Common Rationalizations
| Rationalization | Reality |
|----------------|---------|
| "GEO is same as SEO" | GEO optimizes for AI citations, not Google rankings; different algorithms, different strategies |
| "One article is enough" | Consistent publishing builds AI citation history; frequency matters |
| "Skip competitor research" | Understanding competitors helps find citation gaps and differentiation opportunities |
| "Publish everywhere" | Quality over quantity; platform-specific content performs better than generic spam |
| "AI citations are instant" | GEO takes 2-4 weeks for first citations, 1-2 months for stable results |
| "Content quantity = success" | Citation quality and relevance matter more than raw volume |
| "Ignore content freshness" | AI models favor recent content; regular updates improve citation chances |
## Verification
After completing geo-agentops workflow:
- [ ] 确认品牌配置信息完整（品牌名、核心关键词、目标平台）
- [ ] 验证GEO内容格式符合AI引用友好结构
- [ ] 确认多平台发布状态正确
- [ ] 检查AI引用洞察报告生成完整
- [ ] 验证运营报表数据准确
---
## Related Skills
- **[openclaw-enterprise](https://clawhub.com/skills/openclaw-enterprise)** — 企业级多Agent协作平台，多业务场景联动
- **[industrial-silicon-army](https://clawhub.com/skills/industrial-silicon-army)** — 制造业AI运营专家，GEO策略可对接工厂场景
- **[miaoji-compliance-copy](https://clawhub.com/skills/miaoji-compliance-copy)** — 合规文案生成，GEO内容合规审核
don't have the plugin yet? install it then click "run inline in claude" again.