5.5

会员分层与复购唤醒Membership Tiers and Winning Customers Back

介绍Introduction

把客户分成新客、复购客、高价值客、沉睡客四层,每一层用不同的动作——对所有人发同一条短信是最贵的做法。Sort customers into four tiers -- new, returning, high-value and dormant -- and act differently on each. Sending everyone the same message is the most expensive option there is.

门店手里通常已经有一批客户数据,但用法基本都是一样的:搞活动的时候群发一条短信。这个做法的问题不在效果差,在于它同时得罪了两批人——刚来过的觉得被打扰,很久没来的根本不会因为一条促销回来。Most stores already hold a body of customer data and use it in exactly one way: a blast message when there is a promotion. The problem is not that it works poorly, it is that it annoys two groups at once. Someone who just visited feels harassed, and someone long gone will not return for a discount.

分层是把这批人拆开:新客要的是第二次来的理由,复购客要的是被记住的感觉,高价值客要的是特权和优先,沉睡客要的是一个足够强的回来理由。四种人四套动作,一套打法套所有人一定是浪费。Tiering separates them. A new customer needs a reason for a second visit, a returning one needs to feel remembered, a high-value one wants privilege and priority, and a dormant one needs a strong enough reason to come back. Four groups, four sets of actions; one approach for everybody is guaranteed waste.

复购周期是分层的基础。每个品类都有自己的自然周期,客人超过这个周期没来,才算真正开始流失——在周期内催是打扰,超了周期还不动是等着人被别家接走。The repeat cycle is what tiering rests on. Every category has a natural interval, and a customer only starts to be lost once they pass it. Chasing inside the cycle is harassment; doing nothing after it is waiting for someone else to take them.

沉睡客唤醒是这里回报最高的一件事:这批人已经来过、已经知道你、已经在你的通讯录里,获取成本是零。同样的预算花在唤醒上和花在拉新上,效率不是一个量级。Reactivating dormant customers is the highest-return work here. They have already visited, already know you and are already in your contacts, so the acquisition cost is zero. The same budget spent on reactivation and on new acquisition returns on different scales.

这一项要跟到店承接那一项配合:没有沉淀就没有名单,没有名单就没有分层。两件事是同一条链路上的前后段。This works together with walk-in handling: no retained contacts means no list, and no list means no tiers. The two are consecutive stretches of one chain.

  • 客户分层规则与打标Tiering rules and customer tagging
  • 四层各自的触达动作设计A distinct set of actions for each of the four tiers
  • 沉睡客唤醒方案A reactivation plan for dormant customers
  • 高价值客的维护节奏A maintenance rhythm for high-value customers
  • 复购周期测算与提醒机制Repeat-cycle modelling and a reminder mechanism
  • 复购率与唤醒率的月度统计Monthly reporting on repeat and reactivation rates

怎么做How it runs

  1. 打标分层Tag and tier

    按到店次数、消费金额和最近一次到店时间把客户分成四层,规则写死不靠感觉。Sort customers into four tiers by visit count, spend and time since last visit, with the rules written down rather than judged by feel.

  2. 算周期Work out the cycle

    按品类和实际数据算出复购周期,这个数字决定什么时候该提醒、什么时候算沉睡。Derive the repeat cycle from the category and the actual data. That number decides when to remind and when someone counts as dormant.

  3. 分层触达Act by tier

    四层各用各的动作和节奏,新客给理由、高价值客给特权、沉睡客给强理由。Give each tier its own actions and rhythm: a reason for new customers, privilege for high-value ones, a strong reason for the dormant.

  4. 按月看两个数Watch two numbers monthly

    复购率和唤醒率每月统计一次,哪一层没动就改哪一层的动作。Report repeat rate and reactivation rate every month, and change the actions for whichever tier did not move.

致 Boss 的一封信A letter to you

尊敬的 Boss,您好。Hello, Boss.

这是我的个人产品页,其中的板块都是我自身的技能以及资源。This is my personal product page. Every board on it is a skill or a resource that is genuinely mine.

我从大学毕业后就开始创业,截至现在已经 10 年时间了。I started my own business straight out of university — that was ten years ago.

最开始是产品经理,带领开发团队做出第一款软件(安卓系统)。三个月时间,我从销售到铺垫代理、到技术维护,几乎变成了六边形的 — 三个月总盈利 150W+。I began as a product manager, leading a dev team to ship my first piece of software (Android). In three months I went from sales to building out the reseller network to technical maintenance — close to an all-rounder. Three months, 1.5M+ RMB in total profit.

后面因为要转行业,所以在众多行业中选择了小红书,没想到这一选择就是 4.5 年的时光。Then I needed to change industries. Out of all of them I picked Xiaohongshu — and that one choice turned into four and a half years.

因为当时比较年轻,赚取的第一桶金,所以难免会年少轻狂(现实中同年操盘一个项目,半年纯利润达到 5000W,被合伙人背刺,有真实记录经验以及可考察)。I was young, it was my first real money, and I was inevitably a little reckless. That same year I ran a project that cleared 50M RMB in net profit in six months, and was stabbed in the back by my partner. There are real records, and it can be checked.

后面沉淀了两三年,回到北京,开始研究抖音流量板块以及 AI 相关。I spent the next two or three years settling, then came back to Beijing and started working on Douyin traffic and on AI.

很幸运,在我上年以及今年一直深耕 AI 赛道,所以取得了很不错的成就。I have been lucky: last year and this year I stayed deep in the AI track, and it paid off.

而且我很开心,也很庆幸 — 我在 AI 身上看到了无限。所以我在三个月时间,消耗了 3W 刀的 Token。从文本,到图片,到视频,我看到了太多。AI 是未来。并且我以前的资源圈子,可能让我达不到太高的门槛。And I am glad — genuinely glad — that what I saw in AI was something without limits. In three months I burned USD 30,000 of tokens. Text, then images, then video: I have seen too much to think otherwise. AI is the future. My old circle of resources, though, may not carry me past a high enough threshold.

我帮别人做公司梳理以及流量打造是 2K 一小时的咨询费;全域流量搭建以及小红书的自营矩阵、员工培训是 19800 的搭建费。I charge 2,000 RMB an hour to restructure a company and build its traffic; full-channel traffic build-out, an owned Xiaohongshu matrix and staff training run a 19,800 RMB setup fee.

我说这些的目的,是因为我觉得衡量人的价值不是情感,而是很现实的钱。I say this because I believe a person is not measured in sentiment. They are measured in money, plainly.

我很希望可以继续进新的圈层以及获取新的资源。I want to keep moving into new circles and reaching new resources.

所以很感谢您能看到这里。我所擅长的就是流量打造、品牌打造,以及 AI 的产品和商业逻辑。So — thank you for reading this far. What I am good at is building traffic, building brands, and the product and business logic of AI.

希望我们可以达成合作,一起拥抱 AI 和流量,一起拥抱I hope we can work together. Let us embrace AI and traffic, and embrace

未来The Future