Geo Agentops

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。

🔒 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

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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。

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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

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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

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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

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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

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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

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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

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How to Use

text

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

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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

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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