Geo Agentops

---

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】

# 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 — 企业级多Agent协作平台，多业务场景联动

industrial-silicon-army — 制造业AI运营专家，GEO策略可对接工厂场景

miaoji-compliance-copy — 合规文案生成，GEO内容合规审核