[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"pack-detail-ai-sales-outreach-pack-zh":3,"seo:pack:ai-sales-outreach-pack:zh":98},{"code":4,"message":5,"data":6},200,"操作成功",{"pack":7},{"slug":8,"icon":9,"tone":10,"status":11,"status_label":12,"title":13,"description":14,"items":15,"install_cmd":97},"ai-sales-outreach-pack","📞","#7C3AED","stable","稳定","AI 销售外联工具包","十件资产，给那个 2026 年还在做冷启动外联的 founder 或 AE：账户研究 agent、网页 enrichment、个性化邮件起草、Gmail\u002FCRM MCP 层（不离开聊天框就能发信和记录）、把会议纪要干净地回写 CRM 的转写工具、跟进流程的营销自动化底座。围绕可审计的联系人图谱设计，不是聊天玩具。",[16,28,35,43,50,60,67,75,82,89],{"id":17,"uuid":18,"slug":19,"title":20,"description":21,"author_name":22,"view_count":23,"vote_count":24,"lang_type":25,"type":26,"type_label":27},4296,"eb3252ad-e23f-41bf-ac1c-a8a4929ee43b","claude-code-agent-competitive-analyst-eb3252ad","Claude Code Agent: Competitive Analyst","Use when you need to analyze direct and indirect competitors, benchmark against market leaders, or develop strategies to strengthen competitive positioning and market...","TokRepo精选",158,0,"en","skill","Skill",{"id":29,"uuid":30,"slug":31,"title":32,"description":33,"author_name":22,"view_count":34,"vote_count":24,"lang_type":25,"type":26,"type_label":27},4361,"7f170fd0-af4c-4936-8b48-60aef597ebff","claude-code-agent-research-analyst-7f170fd0","Claude Code Agent: Research Analyst","Use this agent when you need comprehensive research across multiple sources with synthesis of findings into actionable insights, trend identification, and detailed reporting....",197,{"id":36,"uuid":37,"slug":38,"title":39,"description":40,"author_name":41,"view_count":42,"vote_count":24,"lang_type":25,"type":26,"type_label":27},744,"6a62a986-9f1a-4a59-88c8-b99151986854","firecrawl-web-scraping-api-ai-applications-6a62a986","Firecrawl — Web Scraping API for AI Applications","Turn any website into clean markdown or structured data for LLMs. Firecrawl handles JavaScript rendering, anti-bot bypassing, sitemaps, and batch crawling via simple API.","Firecrawl",334,{"id":44,"uuid":45,"slug":46,"title":47,"description":48,"author_name":22,"view_count":49,"vote_count":24,"lang_type":25,"type":26,"type_label":27},4307,"46b405be-441e-4d57-90f5-d6a386fe6591","claude-code-agent-sales-automator-46b405be","Claude Code Agent: Sales Automator","Sales automation and outreach specialist. Use PROACTIVELY for cold email campaigns, follow-up sequences, proposal templates, case studies, sales scripts, and conversion...",155,{"id":51,"uuid":52,"slug":53,"title":54,"description":55,"author_name":56,"view_count":57,"vote_count":24,"lang_type":25,"type":58,"type_label":59},3146,"07565199-d466-4fdf-83f7-3e12f339a8b7","google-workspace-mcp-gmail-calendar-drive-for-agents","Google Workspace MCP — Gmail\u002FCalendar\u002FDrive for Agents","Google Workspace MCP exposes Gmail, Calendar, and Drive actions as MCP tools so agents can summarize inboxes and manage schedules with minimal scopes.","MCP Hub",212,"mcp","MCP",{"id":61,"uuid":62,"slug":63,"title":64,"description":65,"author_name":56,"view_count":66,"vote_count":24,"lang_type":25,"type":58,"type_label":59},3562,"1f9d6b56-3dd6-5ff8-83a2-4e2547a6f5e7","agenticmail-email-sms-infra-for-ai-agents-mcp","AgenticMail — Email + SMS Infra for AI Agents (MCP)","AgenticMail provides email + SMS infrastructure for AI agents, with a CLI setup wizard plus an MCP server so tools can send\u002Freceive messages under control.",177,{"id":68,"uuid":69,"slug":70,"title":71,"description":72,"author_name":73,"view_count":74,"vote_count":24,"lang_type":25,"type":26,"type_label":27},871,"f070d572-33e5-11f1-9bc6-00163e2b0d79","twenty-open-source-ai-crm-salesforce-alternative-f070d572","Twenty — Open-Source AI CRM (Salesforce Alternative)","Modern open-source CRM with AI features. Custom objects, kanban views, email sync, workflow automation. NestJS + React + PostgreSQL. AGPL-3.0, 43,700+ stars.","AI Open Source",443,{"id":76,"uuid":77,"slug":78,"title":79,"description":80,"author_name":22,"view_count":81,"vote_count":24,"lang_type":25,"type":26,"type_label":27},4309,"e0a015f7-1443-4407-8fca-1bc4a3795b14","claude-code-agent-salesforce-expert-e0a015f7","Claude Code Agent: Salesforce Expert","Provide expert Salesforce Platform guidance, including Apex Enterprise Patterns, LWC, integration, and Aura-to-LWC migration.",105,{"id":83,"uuid":84,"slug":85,"title":86,"description":87,"author_name":73,"view_count":88,"vote_count":24,"lang_type":25,"type":26,"type_label":27},2101,"3270e558-4080-11f1-9bc6-00163e2b0d79","meetily-privacy-first-ai-meeting-assistant-local-3270e558","Meetily — Privacy-First AI Meeting Assistant with Local Transcription","An open-source, self-hosted AI meeting assistant that provides real-time transcription, speaker diarization, and local summarization using Whisper and Ollama, with no cloud dependency.",294,{"id":90,"uuid":91,"slug":92,"title":93,"description":94,"author_name":95,"view_count":96,"vote_count":24,"lang_type":25,"type":26,"type_label":27},1773,"851ef3ed-3bca-11f1-9bc6-00163e2b0d79","mautic-open-source-marketing-automation-platform-851ef3ed","Mautic — Open Source Marketing Automation Platform","A self-hosted marketing automation platform for email campaigns, landing pages, contact management, and lead scoring. Mautic gives marketers full control over their data and workflows.","Script Depot",278,"tokrepo install pack\u002Fai-sales-outreach-pack",{"pageType":99,"pageKey":8,"locale":100,"title":101,"metaDescription":102,"h1":103,"tldr":104,"bodyMarkdown":105,"faq":106,"schema":122,"internalLinks":128,"citations":141,"wordCount":154,"generatedAt":155},"pack","zh","AI 销售外联工具包 — 10 个资产把冷启动外联接入 agent","Competitive Analyst \u002F Research Analyst \u002F Firecrawl \u002F Sales Automator \u002F Google Workspace MCP \u002F AgenticMail \u002F Twenty \u002F Salesforce Expert \u002F Meetily \u002F Mautic — 一套 10 个资产，给 founder 或 AE 做账户研究、个性化邮件起草、发送并自动回写 CRM、把会议干净地存档。","AI 销售外联工具包 — 从线索清单到会议落档","十个资产按外联流水线顺序：先 enrich 线索、研究账户、起草那封真能换来回复的邮件，发送和记录都不离开 agent，会议结束自动把笔记回写 CRM。围绕可审计的联系人图谱设计，不是套个聊天框。","## 这个 pack 包含什么\n\n这是给**真的要约到会议**的人准备的栈 — pre-seed 阶段自己做 outbound 的 founder、20 人 A 轮里的独苗 AE、给下季度 pipeline 填线索的独立顾问。不是推特上「40 个 AI 销售创业公司」清单。每个工具只做外联流水线里的一件事：研究账户、enrich 联系人、起草不像模板的邮件、发送并记录、把会议干净地回写 CRM。\n\n整个 pack 围绕一条铁律：**AI 加速找客户，但联系人图谱不能动**。所以 CRM 选自托管的 Twenty 而不是被厂商锁定；邮件层选你自己控的 MCP（Google Workspace 或 AgenticMail），不是另一个 SaaS 套壳；每一步都回写同一个 record — 三个月之后你回答「为啥当时联系了这家」时不用 grep 六个工具。\n\n## 推荐安装顺序（研究 → enrich → 起草 → 发送\u002F记录 → 会议捕捉 → 培育）\n\n1. **Claude Code Agent: Competitive Analyst** — 从这里起步。写邮件之前你得先搞清楚客户所在的竞争格局。这个 agent 对直接和间接竞品做基准，让你的 pitch 切到真的紧张点，不是套话。\n2. **Claude Code Agent: Research Analyst** — 深度账户研究。读公司博客、最近融资、谁离职谁加入、招聘 JD 暴露了什么路线图信号。输出一页纸 brief — 你**真会**在动笔前读的那种。\n3. **Firecrawl — Web Scraping API for AI Applications** — enrichment 层。LinkedIn URL、公司主页、最近新闻、定价页 — Firecrawl 把它们拉成干净的 markdown 给上面两个 agent 吃。把「一份名字清单」变成「一份带情境的名字清单」的脊椎。\n4. **Claude Code Agent: Sales Automator** — 起草手。有了 brief，这个 agent 写冷启邮件、跟进、案例引用、proposal 模板。它写出来**真不像**自动序列 — 前提是你把第 1-3 步的 brief 喂给它，而不是「给 Acme 写封冷邮件」。\n5. **Google Workspace MCP — Gmail\u002FCalendar\u002FDrive for Agents** — 发送和记录层。第 4 步 agent 起草，这个 MCP 把它放进 Gmail 草稿你 review、发送、自动把会话存回联系人记录。不再在多个 tab 之间复制粘贴。\n6. **AgenticMail — Email + SMS Infra for AI Agents (MCP)** — 当你需要量的时候的程序化备选。多渠道序列（邮件 + 短信）走 AgenticMail 的 MCP，agent 一次铺开，不用你手工配 SMTP 和 Twilio。\n7. **Twenty — Open-Source AI CRM (Salesforce Alternative)** — 联系人图谱。自托管、GraphQL 优先、设计上就是给 agent 读写记录用的，不用为 Salesforce 按席位付钱。Source of truth 的归属层。\n8. **Claude Code Agent: Salesforce Expert** — 给已经在 Salesforce 或 HubSpot 上的团队（多数都是）。处理 SOQL 查询、自定义对象 schema、以及之后想跑出来时的迁移脚本。新团队和 Twenty 搭；50k 记录的遗留 org 单独用它。\n9. **Meetily — Privacy-First AI Meeting Assistant with Local Transcription** — 会议层。录 discovery call、本地转写（**不上云**）、抽出 action item 和异议、把结构化笔记回写 CRM。客户的路线图秘密留在你笔记本上。\n10. **Mautic — Open Source Marketing Automation Platform** — 培育闭环。冷回了但还没准备好的线索进 Mautic drip。打开和点击事件回流到 Twenty，让 Sales Automator agent 知道什么时候该再触达。Outbound 里最无聊的一段，复利效应最大。\n\n## 它们怎么协同\n\n```\n   目标账户清单（CSV \u002F LinkedIn \u002F 触发信号）\n            │\n            ▼\n      Firecrawl (3)\n   （enrich，抓网页 context）\n            │\n   ┌────────┴────────┐\n   ▼                 ▼\n Competitive (1)   Research (2)\n Analyst           Analyst\n   │                 │\n   └────────┬────────┘\n            ▼\n     账户 brief（一页纸）\n            │\n            ▼\n   Sales Automator (4)\n   （起草邮件 + 跟进）\n            │\n   ┌────────┴────────┐\n   ▼                 ▼\n Workspace MCP (5)  AgenticMail (6)\n （review + 发送 +  （程序化\n   存回会话）        多渠道）\n   │                 │\n   └────────┬────────┘\n            ▼\n     ┌─── Twenty (7) ─── Salesforce (8)\n     │   （联系人图谱、source of truth）\n     │            ▲\n     │            │\n     ▼            │\n   Meetily (9)    │\n   （通话 → 笔记 ─┘\n    回写 CRM）\n     │\n     ▼\n   Mautic (10)\n   （培育尚未成熟的回复）\n```\n\n关键连接是 **Twenty（或 Salesforce）当联系人图谱** + agent 作为读写客户端。只要每一步都回写同一个 record，agent 就可问责。图谱丢了，你又退回到电子表格轮盘赌。\n\n## 你会遇到的取舍\n\n- **个性化 vs 量** — Sales Automator 一小时能写 300 封邮件。它不会一小时写出 300 封**好**邮件。硬上限：每个 rep 每天 30-50 个 outbound 触达，每个都必须有一份真 Research Analyst brief 挂着。超过这个量你就是垃圾邮件过滤器的训练数据。\n- **自托管 CRM vs Salesforce\u002FHubSpot 现实** — Twenty 真好用，但你团队已经住在 Salesforce 上的话，换掉是六个月的项目。现实做法：Salesforce 留作系统记录，Twenty 当 agent 工作流的 sandbox，跑得稳再迁。\n- **本地转写 vs 云转写** — Meetily 在笔记本上跑 Whisper，比云慢，但 discovery call 经常包含客户不想给厂商看的定价、路线图、竞品情报。为信任溢价付延迟税。\n- **MCP 邮件 vs 传统 sequencer** — Outreach.io 和 Apollo.io 成熟有它的道理。MCP 层赢在：你想让 agent 读收件箱并反应（回复触发一次深度研究）。它输在原始投递工具链。预算够两个都用。\n\n## 常见踩坑\n\n- **让 agent 不审就发** — 前 90 天每封冷邮件都人眼过一次。Agent 起草，你按发送。90 天后你会知道哪些类型可以自动发，哪些不行。\n- **CRM 变坟墓** — 如果 agent 写的笔记没人看，你只是搞了个更糟的 CRM。每周给 sales lead 一份 agent 写的记录摘要让他过一遍。Drift 早期就抓到。\n- **Enrichment 幻觉** — Firecrawl 返回的是真 markdown，但上面的 agent 还是可能编造它「读到」的事实。缓解：brief 里每条引用都标回原 URL。**没 URL 的论断不进邮件**。\n- **合规被忘** — GDPR、CAN-SPAM、CASL、各州邮件法对 AI 生成 outbound 和人写的一样适用。屏蔽名单、退订链接、物理地址 footer 都是必备。Agent 不会主动加，你得加。\n- **录会议不告知** — Meetily 是本地，但你仍要每场会议明示同意。开头一句「这通话会被记录用于我们的笔记」每次都说。不是可选项。",[107,110,113,116,119],{"q":108,"a":109},"这套真能跑我的真实 pipeline，还是只是 demo？","真能跑，前提一条：**agent 起草，人按发送**。前 90 天每封冷邮件出域之前都过一遍人眼 — 看语气，也看是不是编了事实。之后你可以开始把跑通的类别（比如「暖回跟进」）放开自动发，初次冷触达继续人审。把 Sales Automator 当入职第三天的 SDR：单封邮件能写得很好，发送键上还要 manager 复核。",{"q":111,"a":112},"这周就能上的最小版本是啥？","四件套：Research Analyst（写一页 brief）+ Sales Automator（根据 brief 起草邮件）+ Google Workspace MCP（发送并回写 Gmail）+ Twenty 或你现有的 Salesforce\u002FHubSpot（联系人图谱）。一个下午就能跑通个性化 outbound 闭环。手工网页研究成为瓶颈时再加 Firecrawl。第一次做完 discovery call 想不起来客户的原话时再上 Meetily。**不要一次装完**。",{"q":114,"a":115},"为啥用自托管的 Twenty 而不是 Salesforce 或 HubSpot？","三个理由：成本（做大多数写入的 agent 不需要按席位付钱）、API 体感（Twenty 的 GraphQL 比 Salesforce 的 REST\u002FSOQL 对 agent 友好太多）、联系人图谱的所有权（你的客户笔记不在厂商的商业化路线图上）。代价：100 人销售团队不会迁 Salesforce，也不该迁。如果已经在 Salesforce 上，留着，第 8 个 Salesforce Expert agent 套上去。Twenty 适合 founder 和小团队从零起步的场景。",{"q":117,"a":118},"Sales Automator agent 真能写出会被回复的邮件吗？","能，但必须有真 brief。给它 Research Analyst 的输出（最近融资、谁从哪来、招聘 JD 暗示什么路线图、最近三篇博客），它写出来的开头会引用具体的事。只给它「给 Acme 的 VP of Sales 写封冷邮件」，它写的就是大家都在用的那个套话模板。Agent 是你研究质量的放大器，不是替代。花 10 分钟把 brief 写好，邮件就跟着出来了。",{"q":120,"a":121},"AI 碰 pipeline 时怎么保审计链路？","三条规则。第一，Twenty 或 Salesforce 里每一条 agent 写的记录都有 `source: agent` 字段，回链到产生它的 prompt 和 brief。第二，所有走 Workspace MCP 发的邮件，原草稿在 Drafts 里留 24 小时再出 — agent 写岔了你还能拉回会话。第三，每周复盘：人过一遍这周 agent 创建的记录，flag 掉幻觉事实，更新 prompt 库。这都不比正常带 SDR 团队多做工 — 同样的辅导循环，套了一层 git 形状的壳。",{"@context":123,"@type":124,"name":13,"description":125,"numberOfItems":126,"inLanguage":127},"https:\u002F\u002Fschema.org","ItemList","十个 AI 时代的资产，给做冷启动外联的 founder 和 AE：账户研究 agent、网页 enrichment、个性化邮件起草、Gmail\u002FCRM MCP、会议转写、营销自动化。",10,"zh-CN",[129,133,137],{"url":130,"anchor":131,"reason":132},"\u002Fzh\u002Fai-tools-for\u002Fautomation","AI 自动化工具集","销售外联是更大自动化目录里的旗舰用例",{"url":134,"anchor":135,"reason":136},"\u002Fzh\u002Fai-tools-for\u002Femail","AI 邮件工具集","本 pack 的发送和记录层属于邮件工具目录",{"url":138,"anchor":139,"reason":140},"\u002Fzh\u002Ffeatured","TokRepo 精选资产","这十个资产是更大的 agent-ready 精选目录的一部分",[142,146,150],{"claim":143,"source_name":144,"source_url":145},"Twenty 是定位为 Salesforce 替代品的开源 CRM","Twenty 官网","https:\u002F\u002Ftwenty.com\u002F",{"claim":147,"source_name":148,"source_url":149},"Firecrawl 提供面向 AI 应用的网页抓取 API","Firecrawl 官网","https:\u002F\u002Fwww.firecrawl.dev\u002F",{"claim":151,"source_name":152,"source_url":153},"Mautic 是开源营销自动化平台","Mautic 官网","https:\u002F\u002Fwww.mautic.org\u002F",1320,"2026-05-22T12:00:00Z"]