Industry · E-commerce

Fractional CFO for e-commerce brands

Inventory, contribution margin and cash conversion for DTC and marketplace brands.

01

Overview

01

Overview

In e-commerce, profit and cash rarely arrive in the same month. You pay for inventory months before it sells, advertising costs land before the order, and returns come back after the revenue has been booked. A brand can grow 40% in a year and still run short of cash because stock is sitting in the wrong products.

We work with direct-to-consumer and marketplace brands doing roughly $5M to $50M in revenue. We start at the SKU level: contribution margin after fulfillment, payment fees, returns and marketing, then weeks of cover for each product. That shows which products fund the business and which ones tie up cash.

From there we build a 13-week cash forecast around purchase orders and supplier terms, a model that links ad spend to contribution, and a monthly pack your investors or lender can read quickly. Sales tax and import duty questions go to your tax advisors, and we give them clean data to work from.

02

02

Key metrics

Key metrics

The numbers your board reads first

The numbers your board reads first

The numbers your board reads first

Contribution margin by SKU

Margin after product cost, fulfillment, returns and marketing. It shows which products actually fund the business.

Contribution margin by SKU

Margin after product cost, fulfillment, returns and marketing. It shows which products actually fund the business.

Weeks of cover

Inventory on hand divided by forecast weekly sales. Too high ties up cash; too low loses sales in peak weeks.

Weeks of cover

Inventory on hand divided by forecast weekly sales. Too high ties up cash; too low loses sales in peak weeks.

Cash conversion cycle

Days from paying a supplier to collecting from the customer. A shorter cycle means growth needs less working capital.

Cash conversion cycle

Days from paying a supplier to collecting from the customer. A shorter cycle means growth needs less working capital.

Blended CAC and payback

Marketing spend per new customer and the orders needed to earn it back. Lenders and investors ask for both.

Blended CAC and payback

Marketing spend per new customer and the orders needed to earn it back. Lenders and investors ask for both.

03

03

Where it hurts

Where it hurts

Problems we see in E-commerce

Problems we see in E-commerce

Problems we see in E-commerce

Cash trapped in slow-moving stock

Reorders follow last year's volumes rather than current sell-through, so slow products pile up. We measure weeks of cover by SKU and set reorder points, which is how one home goods brand released $3.1M.

Revenue growth with shrinking margin

Discounts, free shipping thresholds and returns can erase gross margin on a growing top line. Contribution margin by SKU and by channel shows where orders stop paying for themselves.

Peak season funded from the bank balance

Holiday inventory is often paid for three to five months before it sells. A 13-week forecast built on purchase orders shows the low point early, while supplier terms or a credit line can still be arranged.

Ad spend decided without cash in view

Marketing teams scale spend when return on ad spend looks good, even as cash tightens. We link spend to contribution and cash in the model, so budget changes show their effect on runway first.

Marketplace payouts that never tie

Payouts arrive net of fees, refunds and reserves and rarely match orders. We reconcile them in the close so revenue, fees and cash agree, and your accountant receives clean numbers.

06

06

E-commerce

Common questions

Common questions

Common questions

Do you work with marketplace sellers as well as DTC brands?

Can you help us plan inventory purchases?

Do you handle sales tax or import duties?

Free intro call · 30 minutes

Finance leadership for E-commerce teams.

Book a free 30-⁠minute call with a partner who has worked with companies like yours.

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hello@stavelyrowe.com · Replies within one business day

hello@stavelyrowe.com · Replies within one business day

Maren Stavely
Daniel Rowe
Leah Okonjo
Sam Iverson

You’ll speak with one of these partners.

You’ll speak with one of these partners.

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