Skill: wangm-a3/geo-agentops (version 2.2.0)

--- 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


Security scan verdicts — ClawScan: suspicious | static analysis: clean | VirusTotal: clean | SkillSpector: suspicious (HIGH)