Cash Flow & Runway

Your Cash Conversion Cycle Is the Real Reason You Feel Broke While Growing

Cash conversion cycle timeline for an ecommerce store showing DIO, DSO and DPO
Short answer

The cash conversion cycle is the number of days between paying your supplier and collecting cash from your customer: CCC = DIO + DSO − DPO. Most DTC brands run 60–120 days, and inventory (DIO) is usually the biggest chunk. You shorten it by turning stock faster, collecting sooner, and paying suppliers later.

You had a record month and the bank balance went down. That is not a bookkeeping error — it is your cash conversion cycle doing exactly what it does. Every time you grow, cash rushes out to buy inventory long before customers pay it back, and the faster you grow, the wider that gap opens. This is why profitable ecommerce brands feel broke. Below is the cash conversion cycle formula, a worked example, DTC benchmarks, and the three levers that pull trapped working capital back out.

How do you calculate the cash conversion cycle for an online store?

The cash conversion cycle (CCC) measures the days your money is tied up between paying for stock and getting paid for it. The formula, as J.P. Morgan states it, is:

CCC = DIO + DSO − DPO

Three inputs, each in days:

  • DIO — Days Inventory Outstanding. How long stock sits before it sells. DIO = (Average inventory ÷ COGS) × 365.
  • DSO — Days Sales Outstanding. How long you wait to collect after a sale. DSO = (Average receivables ÷ revenue) × 365.
  • DPO — Days Payable Outstanding. How long you take to pay suppliers. DPO = (Average payables ÷ COGS) × 365.

You add the time cash is stuck in inventory and in receivables, then subtract the time you get to hold onto suppliers' money. The result is the number of days you personally finance the gap.

A worked example

Take a DTC apparel brand: average inventory €400,000, annual COGS €1,200,000, average receivables €50,000, revenue €2,400,000, average payables €150,000.

Component Calculation Days
DIO (400,000 ÷ 1,200,000) × 365 122
DSO (50,000 ÷ 2,400,000) × 365 8
DPO (150,000 ÷ 1,200,000) × 365 46
CCC 122 + 8 − 46 84 days

This brand funds 84 days of operations out of its own pocket on every cycle. To grow sales 30%, it needs roughly 30% more cash locked into that 84-day gap — before a single extra order is paid for. That is the crunch, in one number.

What is a good cash conversion cycle for a DTC brand?

Lower is better; negative is the dream. Benchmarks vary by model:

Business model Typical CCC Why
DTC with overseas suppliers 90–120 days Long lead times, big inventory buffers
DTC with domestic/near-shore supply 45–75 days Faster restocks, smaller safety stock
Marketplace-heavy seller 30–90 days Payout cycles (14+ days) lift DSO
Best-in-class consumables Negative Customers pay before suppliers do

Notice what dominates. DSO is often tiny for DTC because card payments settle in 2–4 days — but it climbs fast once you add a marketplace with a 14-day payout or wholesale on Net 30+. Inventory (DIO) is almost always the largest and most controllable piece, which is exactly where the biggest wins are.

The three levers that free up trapped cash

You have three dials. J.P. Morgan's guidance is blunt: shorten the cycle by reducing DIO, increasing DPO, and cutting DSO — and in their working-capital analysis, inventory held the single largest optimisation potential of the three. Rank your effort accordingly.

Lever 1 — Turn inventory faster (cut DIO)

This is the biggest prize for most stores. Cut dead and slow-moving SKUs, tighten reorder quantities, order more often in smaller batches, and shorten supplier lead times even at a slightly higher unit cost. Every 15 days you strip off DIO in the example above is roughly €50,000 of cash back in the business. Overstocking to "never run out" is one of the most expensive habits in DTC, because it converts your cash into shelves.

Lever 2 — Collect sooner (cut DSO)

For pure DTC this is already fast, so the wins are elsewhere: negotiate shorter marketplace payout terms where you can, move wholesale accounts from Net 60 to Net 30 or to card-on-file, and offer a small early-payment discount to B2B buyers. If a growing share of revenue is coming through slower-settling channels, DSO is quietly rising even though your website settles instantly — watch it.

Lever 3 — Pay suppliers later (raise DPO)

The cheapest working capital is your supplier's balance sheet. Ask for Net 30, then Net 45 or Net 60 as your order history earns trust. Split large POs into deposit-plus-balance-on-shipment. This is free financing when you can get it — with two guardrails: never stretch terms so far you damage a supplier relationship you depend on, and never take an early-payment discount that's worth more than the cash is costing you.

What this means for you

Growth and cash pull in opposite directions, and the cash conversion cycle is the ratio between them. Before you plan next quarter's growth, calculate your CCC and multiply: a 90-day cycle means roughly a quarter of your incremental revenue is trapped at any moment. That is the number you must fund — from margin, from terms, or from outside working capital.

Work the levers in order of size: inventory first, then terms, then collections. If the gap is still bigger than your cash can cover, that is not a failure — it's the normal signal that a growing, stock-heavy brand needs external working capital to finance inventory rather than starving growth to protect cash. The point of measuring the cycle is to know exactly how much you need, and why.

Frequently asked questions

What is a good cash conversion cycle for an ecommerce business?

Lower is better, and negative is best. Most DTC brands sit at 60–120 days, and marketplace-heavy sellers often 30–90. A brand that collects from customers instantly but pays suppliers on 60-day terms can run a negative cycle, meaning customers fund the inventory. Anything under 60 days is strong for a stock-holding DTC brand.

Why does my online store run out of cash when sales are growing?

Because growth pulls cash forward into inventory before customers pay it back. If your cash conversion cycle is 90 days, every extra euro of growth is trapped for three months in stock and receivables. Faster growth means a bigger gap to fund — which is why profitable brands still hit cash crunches while scaling.

Which lever matters most for shortening the cash conversion cycle?

For ecommerce, inventory (DIO) is almost always the largest and most controllable component. J.P. Morgan's working-capital analysis found inventory holds the most optimisation potential of the three. Tighter buying, faster turns and cutting dead SKUs usually free more cash than chasing payment terms or shaving a day off collections.

How is the cash conversion cycle different from profit?

Profit is whether you make money on each sale; the cash conversion cycle is when that money actually reaches your bank. A brand can be profitable on paper and still insolvent if cash is stuck in inventory and receivables for months. Profit answers 'am I viable'; the cycle answers 'can I pay the next invoice'.

Sources

  1. J.P. Morgan — Understanding & Optimizing Your Cash Conversion Cycle (CCC), 2025. https://www.jpmorgan.com/insights/treasury/receivables/understanding-and-optimizing-your-cash-conversion-cycle
  2. J.P. Morgan — DSO & DPO: How They Can Improve Your Cash Flow, 2025. https://www.jpmorgan.com/insights/treasury/receivables/dso-and-dpo-how-they-can-improve-your-cash-flow
  3. Ecom CFO (in partnership with A2X) — 2026 Annual Ecommerce P&L Benchmark Report, 2026. https://ecomcfo.co/ecom-cfo-notebook-2026-annual-benchmark-report/
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