Model the first-year economics of a major retailer launch — slotting fees, free fills, deduction erosion, and the cash conversion gap that revenue projections hide.
Source: Lailara LLC launch cash-flow model, shown for the selected scenario. Cumulative cash position = upfront investment plus cash collected on the retailer's payment terms, less COGS and operating overhead each month. The annotated peak trough marks the maximum working capital the launch requires.
| Retailer | Peak trough | Trough month | Break-even | Net cash Y1 |
|---|
A specialty food brand with four SKUs accepts a Walmart invitation to 1,200 doors. The broker projects $499,200 in Year 1 revenue — a top-line number that says nothing about when the cash arrives. Funding the launch through its cash trough takes $156,352 in working capital, and the trough hits in Month 1, before the first payment clears.
| Line Item | Amount |
|---|---|
| Gross Year 1 Revenue | $499,200 |
| Upfront Allowances (New Store) | −$48,000 |
| Free Fills (1 case / SKU / door) | −$86,400 |
| Trade Spend (12% of gross) | −$59,904 |
| Learning-Curve Chargebacks (months 1–3) | −$14,976 |
| Ongoing Deductions (1% steady-state, months 4–12) | −$3,744 |
| Broker Commission (5%) | −$24,960 |
| COGS | −$224,640 |
| Ops Overhead ($3,232/mo) | −$38,784 |
| Cash Collection Lag (Net-30 terms) | −$34,112 |
| Net Year 1 Cash Impact | −$36,320 |
| Peak Cash Trough (Month 1) | −$156,352 |
Source: Lailara LLC analysis using Cinderhaven Provisions, a synthetic dataset modeling a $25M specialty food brand. Cinderhaven is not a real company — it exists to demonstrate methodology without exposing client data. 4 SKUs, 1,200 Walmart doors, wholesale price $1.00, velocity 2 units/door/week.
Revenue recognition and cash collection are not the same thing. The brand invoices $41,600 in Month 1, but with Walmart's Net-30 terms and the deduction netting that accompanies first-shipment allowances and free fills, the first cash does not arrive until Month 2. Meanwhile, COGS and operating overhead flow out every month. The result is a $156,352 working capital requirement at the trough in Month 1 — the peak financing need the launch has to fund, a number that does not appear in the broker's projection and one that has surprised better-capitalized brands than Cinderhaven. The −$36,320 year-1 ending position is milder because it is mostly timing: about 94% of it is the Month-12 invoice, collected in Month 13. Back that out and Year 1 nets to roughly −$2,208, near breakeven, with the account cash-positive in steady state.