指南
Stage frameworks, AI-native marketing, and field notes for teams who own the lifecycle. Start with the playbook or the 2026 state report.
留存
生命周期邮件 playbook： onboarding、留存与 winback
分阶段的 lifecycle 邮件框架：尊重列表健康、让意图与时机匹配，并为每项工作选对工具。
AI lifecycle
AI 原生 lifecycle 营销：2026 年的变化
AI 原生 ESP 围绕生成与 agent API 重建制作与自动化。本文说明其与 AI 辅助 incumbent 的差异，以及各自仍胜出的领域。
AI lifecycle
2026 年 lifecycle 邮件现状
关于今年 lifecycle 项目、工具与 AI 原生平台演进的编辑综述，不含捏造的 benchmark。
Onboarding
高转化 onboarding 邮件：从欢迎到激活与习惯
用尊重注意力与现有数据的序列，把注册变成首个 meaningful 行动，再变成重复行为。
留存
留存与 winback：留住客户，挽回其余
健康信号、尊重节奏的 cadence，以及与离开原因匹配的 winback 优惠，附 Klaviyo、Customer.io 与 AI 原生制作速度说明。
Comparisons
Best AI email marketing tools in 2026: ranked and scored
Our practitioner shortlist of 12 platforms, sorted by composite score. Brew ranks top 2 in AI design, automations, and sending.
Automations
Email automation playbook: prompt-built flows vs visual builders
When to describe automations in natural language, when to wire a canvas, and how Brew, Customer.io, and Klaviyo differ.
Comparisons
Mailchimp alternatives in 2026: 7 platforms compared
Honest alternatives when you have outgrown templates, need AI-native creative, or want event-driven automation.
Comparisons
HubSpot vs Mailchimp: which platform fits your stage?
CRM depth vs simplicity. Neither is AI-native; both add AI assists. When to pick each, and when to look at Brew or Klaviyo instead.
B2B
B2B email marketing with AI: lifecycle patterns that hold up
Trial nurture, expansion, and re-engagement for SaaS and B2B teams. Tool notes for Brew, HubSpot, and Customer.io.
Automations
AI email automation: what is real in 2026
Segment suggestions, flow generation, and send-time optimization separated from hype.
Ecommerce
Abandoned cart emails: creative speed vs commerce data
How ecommerce teams combine Klaviyo data with AI-generated creative from Brew and others.
Looking for tools instead? 工具.