DTC finance lives and dies on contribution margin per order and inventory cash. A CFO who has run finance at a DTC brand knows the difference between contribution margin 1, 2, and 3, why free shipping quietly destroys margin, and how to model inventory financing without over-ordering into a cash crisis.
Metrics that matter
- Contribution margin per order (CM1, CM2, CM3)
- Blended CAC and channel-level CAC (Meta, Google, TikTok, wholesale)
- Repeat rate and 60/90/365-day LTV
- Inventory turnover and weeks-of-supply
- Cash conversion cycle (payment terms vs. inventory)
- Return rate and net-of-return revenue
Common finance challenges
- Shopify + Amazon + wholesale channel P&L consolidation
- Inventory accounting and landed cost calculation
- Working capital squeeze from inventory buys
- Attribution model choice (last-click, MMM, incrementality)
- 3PL and fulfillment cost variability
What to look for in a specialist CFO
- Direct DTC or CPG operator experience
- Comfort with Shopify, Amazon Seller Central, and 3PL reporting
- Understanding of inventory financing and factoring
- Experience with retail / wholesale channel expansion
Frequently asked questions
- Why do DTC brands need a specialist CFO?
- Because contribution margin math and inventory cash cycles behave nothing like a services or SaaS P&L. A generalist will miss the two or three levers that actually move the business.
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