我们不知道哪些产品在赚钱
in 电商与DTC

简短回答

每个DTC产品组合里都有一个大家默认盈利的品类，而它通常靠其他产品在补贴付费媒体。 对电商和DTC品牌而言，答案藏在LTV/CAC和贡献毛利里。行业特有的难点是零售渠道把获客成本锁死，却需要营运资金，而现有跑道不够支持。一般版本的问题和你实际面对的问题，第一步做法不同。

产品级贡献毛利确实难算，因为创意和平台费用这类成本大多是共享的。常见做法按收入或AOV分摊，结果必然出错。按收入比例分摊付费媒体，会让高AOV品类显得昂贵，低AOV品类显得高效，而实际情况往往是低AOV品类消耗了远超比例的广告资源。

可行的做法只分配真正可追踪的成本，比如特定产品的付费媒体和退货，其余保持未分配。这样就能得到各品类扣除变动成本后的贡献，以及一个清晰的共享成本池，比没人相信的全成本分摊数字有用得多。

结果通常不舒服。大多数产品组合里，少数SKU撑起全局，至少有一款长期在售的产品实际在亏钱，而所有人还以为它在赚钱。

如何判断这确实是你的问题

这三者同时出现才是标志。单独一个通常指向其他问题。

✓ 公司只报整体LTV/CAC，从不拆出产品贡献毛利
✓ 多年未下架任何SKU，付费媒体占比却持续上升
✓ 创始人与CFO对哪款产品驱动复购的说法不一致

通常会让情况更糟的做法。 把所有付费媒体按比例全部分摊到产品线上，得出一个看起来精确的LTV/CAC数字，其实建立在任意规则之上，却因为显得严谨而被坚持。

Who this is for — and who it is not

It is for you if you run or finance a DTC brand and product profitability is quoted as a company-wide gross margin. It is the situation where the numbers are available but nobody has put them in an order that produces a decision.

It is not for you if Percision is the wrong tool if you already know the answer and only need execution capacity, or if the business is pre-revenue — then the constraint is evidence about the market, not analysis of your own figures. Percision is not a lawyer, tax advisor, auditor, licensed appraiser, clinical or regulatory filer, or an AI implementation shop. It does not do HR casework, creative-only brand work, or impersonate a named consulting firm. It is a strategy analysis engine — not a template library. Also wrong if you need facilitation, politics, or someone to sit with a lender or buyer. Those are human jobs.

Percision is not a lawyer, tax advisor, auditor, licensed appraiser, clinical or regulatory filer, or an AI implementation shop. It does not do HR casework, creative-only brand work, or impersonate a named consulting firm. It is a strategy analysis engine — not a template library.

实际运行分析时的样子

Below is an excerpt from a real run of this analysis on 一家DTC品牌. It is a sample profile rather than a customer, and it is engine output translated from English — this is the format you get, on your own numbers.

The subject is Northaven Goods, a sample company profile used for testing rather than a customer — $62M revenue, 95 people.

This is one move out of a full analysis. Read a complete report — every page, no email required.

引擎如何处理这个问题

This question routes to Matrix Strategy, one of 29 engagements the platform runs. For 电商和DTC品牌 it works through LTV/CAC, contribution margin, paid media as % of revenue and repeat purchase rate, then produces the sequence rather than a list of options — which move first, what it funds, and the observation that would say the sequence is wrong.

You watch the analysis get built before paying anything. 在此阅读完整报告 if you would rather see the depth first.

人们关于此问题的常见提问

我需要作业成本法吗？

几乎不需要。可追踪成本加一个未分配池，就能排出排名，而排名才是你需要采取行动的依据。完整ABC往往变成一个比决策本身活得更长的项目。

支持其他产品的品类怎么办？

明确说出来，并给支持定价。一条真正拉动盈利收入的亏损品类，就是一项有名字的营销成本。只要有人做过决定，这就没问题。

多久重做一次？

每年一次，产品结构有重大变化时再做一次。排名比具体数字更稳定，之后每次做的成本都会降低。

Is this different in e-commerce & dtc than in other industries?

Materially, yes. Retail distribution fixes the customer-acquisition cost but needs working capital the runway cannot fund — which changes both the diagnosis and the order of the fixes. The metrics that decide it here are LTV/CAC, contribution margin, paid media as % of revenue, and an answer built on industry-general benchmarks will usually point at the wrong one first.

What data do I need before this analysis is worth running for a DTC brand?

Less than most people expect. Your last twelve months of revenue and cost split the way you already split it, plus whatever you hold on LTV/CAC and contribution margin. The analysis is explicit about what it is assuming where your data stops, which is more useful than waiting for numbers you may never have.

When is Percision the wrong tool?

Percision is the wrong tool if you already know the answer and only need execution capacity, or if the business is pre-revenue — then the constraint is evidence about the market, not analysis of your own figures. Percision is not a lawyer, tax advisor, auditor, licensed appraiser, clinical or regulatory filer, or an AI implementation shop. It does not do HR casework, creative-only brand work, or impersonate a named consulting firm. It is a strategy analysis engine — not a template library. Also wrong if you need facilitation, politics, or someone to sit with a lender or buyer. Those are human jobs.

Does Percision replace a lawyer, tax advisor, auditor, or AI implementation team?

Percision is not a lawyer, tax advisor, auditor, licensed appraiser, clinical or regulatory filer, or an AI implementation shop. It does not do HR casework, creative-only brand work, or impersonate a named consulting firm. It is a strategy analysis engine — not a template library.