--- title: "SaaStr给Artisan开出数百万美元成交“收据”，转头却为头部客户自研AI" description: "SaaStr创始人贾森·莱姆金（Jason Lemkin）刚刚给Artisan送上了AI外拓（outbound）软件领域最清晰的具名客户收入凭证。同一篇帖子也划出了天花板：供应商守住走量业务，头部客户转向自建，而Salesforce对每一次数据读取都要计费。" publisher: "The Inference" section: "Money" published: 2026-10-09T19:07:27.910Z modified: 2026-10-09T19:07:27.910Z canonical: https://theinference.org/article/saastr-credits-artisan-with-millions-in-closed-deals-then-builds-its-own-ai-for-top-accounts/zh-CN language: zh-CN keywords: "AI Agents, Sales, Outbound, Salesforce, SaaS" --- # SaaStr给Artisan开出数百万美元成交“收据”，转头却为头部客户自研AI > SaaStr创始人贾森·莱姆金（Jason Lemkin）刚刚给Artisan送上了AI外拓（outbound）软件领域最清晰的具名客户收入凭证。同一篇帖子也划出了天花板：供应商守住走量业务，头部客户转向自建，而Salesforce对每一次数据读取都要计费。 ## 收入凭证：温线索外拓一整年，成交数百万美元 SaaStr创始人贾森·莱姆金[10月7日发文，披露了自己的外拓工具栈](https://www.saastr.com/we-run-monaco-agentforce-and-artisan-for-outbound-we-still-built-our-own-ai-abm-tool-for-our-top-accounts/)[1]。[Artisan](https://theinference.org/markets/companies/artisan)的AI业务开发代表Ava承担温线索外拓（warm outbound）已超过一年，用莱姆金的话说，它“为我们拿下了数百万美元的赢单”，这也是SaaStr走量最大的渠道[1]。Artisan自家的客户案例——和所有厂商数字一样，属于公司自报口径——[统计Ava为SaaStr发送邮件47,641封，正面回复率4.4%](https://www.artisan.co/customers/saastr)[2]。SaaStr首席AI官阿梅莉亚·勒鲁特（Amelia Lerutte）称，Artisan“在产出和赢单收入上都难分伯仲”[2]。 ## 一家未上市公司最有力的实证 Artisan自[2025年4月的2500万美元A轮融资](https://pulse2.com/artisan-25-million-series-a-raised-for-outbound-sales-platform/)以来一直未上市，该轮融资由Glade Brook Capital领投，[HubSpot](https://theinference.org/markets/companies/hubspot) Ventures、BOND与Y Combinator跟投[3]。另一家标杆客户SumUp已通过Ava发送超过97.6万封个性化邮件[4]，据Artisan首席执行官介绍，每周从难以触达的中小企业客户那里获得8至15封正面回复[3]。Future Market Insights[测算，该品类2026年市场规模为19亿美元，到2036年将增至113亿美元，年复合增长率19.5%](https://www.fmiblog.com/2026/09/25/ai-sales-development-representative-market-to-reach-usd-11-3-billion-by-2036-at-19-5-cagr-singapore-leads-country-growth-at-25-1-australia-follows-at-20-6/)[5]。这个复利式增长的市场养活着走量层，而走量层恰恰是[Salesforce](https://theinference.org/markets/companies/salesforce)新的按量计费机制的征税对象。 *Chart: **亚太领跑AI SDR软件预测增速** 柱状图：七个国家AI SDR软件2026年至2036年预测增长率对比。新加坡最高，为25.1%；澳大利亚20.6%，日本20.0%，加拿大19.2%，美国14.9%，德国14.5%，英国13.8%。* *Future Market Insights点名的七个国家，AI销售开发代表软件2026年至2036年预测年复合增长率。所有数值均为FMI于2026年9月作出的预测。 [5]* ## 天花板：头部客户留在自家手里 警告就写在同一篇帖子里。莱姆金把90%的外拓留给供应商，却在自家智能体10K里为头部客户造了一个推介生成器——因为建立在六套第一方数据之上的外拓，“就目前而言，根本买不到”[1]。他还提出过一个想法：让10K顶替四家供应商中的一家[1]。 此举背后是一个续约智能体：它把定制演示文稿从约5份提升到20至30份；演示文稿改由智能体撰写后，出资最少的赞助商回复表现反而胜过钻石级赞助商——深度第一方数据，恰恰在供应商看不见的地方见效[1]。SaaStr现在[以3个人和21个以上智能体运转八位数营收](https://ontargetish.com/news/saastr-runs-monaco-artisan-agentforce-but-built-custom-abm-tool-anyway)，同比增速已从-19%转正至+47%[6]。同一篇帖子里，Artisan赢得了走量生意，却丢掉了皇冠上的明珠。 ## Salesforce对技术栈两侧都按量计费 更尖锐的信号是成本。莱姆金警告，Salesforce将把智能体的API调用纳入Flex Credits计量，而10K目前每天已触发约3.5万次Salesforce调用[1]。Salesforce[公布的Flex Credits价格为每10万credits 500美元](https://www.salesforce.com/agentforce/pricing/)，每个动作单独计量，一次扣20 credits，约合10美分[7]。 摩根大通[估算，Agentforce智能体相关订单中约有一半，来自credits用尽后再度回购的客户](https://www.msn.com/en-us/news/other/salesforce-customers-are-burning-through-ai-credits-and-that-s-great-news-for-revenue/ar-AA2bqcph)——这条收入流，CRM投资者靠它赚钱、自然乐见；每一家AI SDR供应商却都要掏钱伺候[8]。SaaStr销售漏斗的其余部分兵分四路：Agentforce负责客户赢回（win-back），打开率达72%；Qualified的入站智能体过去一年赢单超过200万美元；Monaco上线首日就在[Anthropic](https://theinference.org/markets/companies/anthropic)约到了一场会议[1]。收据是真的；排他性不是。 ## 四季度法则：走量靠买，数据自建 四季度的决策规则已经写明：走量层靠采购，在第一方数据构成差异化优势的环节自建[1]。接下来要盯的，是Artisan下一批披露的客户数据、Salesforce的Dreamforce投资者日、摩根大通点名的催化剂[8]，以及10K最终会替换四家供应商中的哪一家[1]。这套技术栈依旧成立；利润最终落到谁手里，仍是悬而未决的问题。 ## Takeaway AI SDR收入难得一见的具名凭证，天花板也写在同一篇帖子里：供应商守住走量业务，头部客户自建工具，Salesforce对智能体的每一个动作都要计费。 ## Sources 1. [SaaStr (Jason Lemkin), "We Run Monaco, Agentforce and Artisan for Outbound. Why We Still Also Built Our Own 'AI ABM' Tool for Our Top Accounts," 7 October 2026](https://www.saastr.com/we-run-monaco-agentforce-and-artisan-for-outbound-we-still-built-our-own-ai-abm-tool-for-our-top-accounts/) 2. [Artisan, "How SaaStr achieved a 4.4% positive reply rate with Artisan" (customer story, company-claimed), accessed 9 October 2026](https://www.artisan.co/customers/saastr) 3. [Pulse 2.0 (Amit Chowdhry), "Artisan: $25 Million (Series A) Raised For Outbound Sales Platform," 14 April 2025](https://pulse2.com/artisan-25-million-series-a-raised-for-outbound-sales-platform/) 4. [Artisan, "Customer Stories" (SumUp: 976,000+ personalized emails), accessed 9 October 2026](https://www.artisan.co/customers) 5. [Future Market Insights, "AI Sales Development Representative Market to Reach USD 11.3 Billion by 2036 at 19.5% CAGR; Singapore Leads Country Growth at 25.1%, Australia Follows at 20.6%," 25 September 2026](https://www.fmiblog.com/2026/09/25/ai-sales-development-representative-market-to-reach-usd-11-3-billion-by-2036-at-19-5-cagr-singapore-leads-country-growth-at-25-1-australia-follows-at-20-6/) 6. [OnTargetIsh, "SaaStr runs Monaco, Artisan, Agentforce but built custom ABM tool anyway," 8 October 2026](https://ontargetish.com/news/saastr-runs-monaco-artisan-agentforce-but-built-custom-abm-tool-anyway) 7. [Salesforce, "Agentforce Pricing" (Flex Credits), accessed 9 October 2026](https://www.salesforce.com/agentforce/pricing/) 8. [Benzinga via MSN, "Salesforce customers are burning through AI credits, and that's great news for revenue," 2 September 2026](https://www.msn.com/en-us/news/other/salesforce-customers-are-burning-through-ai-credits-and-that-s-great-news-for-revenue/ar-AA2bqcph) --- SaaStr给Artisan开出数百万美元成交“收据”，转头却为头部客户自研AI — The Inference. Canonical: https://theinference.org/article/saastr-credits-artisan-with-millions-in-closed-deals-then-builds-its-own-ai-for-top-accounts/zh-CN