Fractional CFO for Food & Beverage and CPG Brands
Trade spend is a black hole. Distributor terms run Net 60-90. Your promotional spend might be losing money on every transaction and you wouldn't know it. CPG finance has its own language — and most CFOs don't speak it.

The Trade Spend Problem
The reason trade spend is a black hole isn't that the intent is wrong — it's that the accounting for trade spend is genuinely complicated. Trade dollars flow through multiple channels:
Off-invoice: The retailer takes the deduction immediately at the time of purchase — the invoice shows the net price after deduction.
Billback: The brand submits a claim for the promotional support provided, the retailer pays it back after the fact.
Scan-downs: The retailer deducts from future invoices based on movement data — the brand doesn't see the deduction until months later.
Each of these channels hits your accounting records differently and at different times. Off-invoice is immediate. Scan-downs can lag 60-120 days. If you're looking at your P&L without adjusting for the timing difference, you're seeing revenue that's not really there yet — and you're making inventory and production decisions based on numbers that will reverse.
I've worked with a $40M natural foods brand that thought they were running at 52% gross margins. When we properly accounted for trade spend accruals — the scan-downs that hadn't hit yet, the billbacks that were pending — actual gross margin was 38%. The business was not in the financial position the P&L suggested.
That's the trade spend problem. And it's why the CFO for a CPG brand has to speak fluent trade spend accounting.
The Distributor AR Problem
The math: You produce the product, sell it to the distributor (Net 30 terms typically), the distributor sells to retailers (Net 45-60 terms from the distributor's perspective), the distributor pays you. In practice, your cash arrival is often Net 45-75 from your invoice date, depending on the distributor and the channel.
For a brand with $10M in revenue and 40% COGS, running at a 4x inventory turn, your inventory investment is roughly $1M at any given time. But if your distributor terms are Net 60 and your inventory takes 45 days to convert, you have a cash conversion gap: you've paid for production before you've received distributor payment. The gap isn't just the invoice float — it's the combination of your production cycle and the distributor payment terms.
The CFO tool for this is a working capital model by channel — understanding exactly when cash goes out for each SKU and when it comes back in through each distribution relationship. The brands that get this right optimize their cash conversion cycle by aligning production scheduling with distributor payment patterns. The brands that don't, carry inventory and wait.
One more thing about distributors: most distributor agreements include a provision that allows them to deduct shortfalls from future payments if they claim you under-delivered on promised volumes or promotional support. These deductions — which can be contested but often aren't — are a source of unexpected cash drain that most brands don't model.
The Promo ROI Question Nobody Can Answer
Commodity Cost Volatility and the CoGS Problem
The CFO tool for commodity cost management is a rolling cost model by SKU that captures:
Actual input costs at last purchase vs. standard costs in the P&L (and a process for updating standard costs)
Forward commodity curves — what are the expected input costs over the next 6-12 months based on commodity futures markets?
Price ladder analysis — at what commodity price level does each SKU flip from contributing to margin to destroying it?
The brands that manage this well update their standard costs quarterly, have a formal pricing review process tied to commodity cost changes, and model the margin impact of price increases before they execute. The brands that don't manage it end up taking price increases 6 months after they should have — absorbing margin compression they didn't see coming.
This becomes particularly acute when you're negotiating with a retailer who is asking for a price reduction or better terms. If you don't know your true cost structure at the SKU level, you don't know whether you can absorb the reduction or whether the negotiation is actually about survival.
The Private Label Threat Nobody Talks About
The CFO's role in this conversation is to model the financial implications of each path:
Accepting the private label conversion: You gain volume, likely at lower margins, and reduce your brand's independence as the retailer becomes increasingly dependent on your private label production.
Declining and competing: You potentially lose shelf space, face private label competition that targets your core SKUs, and need to fund the competitive response.
The model that matters here is a customer/channel margin analysis — understanding, at a SKU level, how much each retailer relationship actually contributes to your margin, and what your countervailing leverage is if they push back on terms.
Brands that have this analysis go into retailer negotiations differently than brands that don't. They know which terms they can accept, which they can't, and where the break point is. The brands that go in without it tend to either give away too much or lose shelf space because they didn't understand their leverage.
Key Takeaways
- •Trade spend accruals — particularly scan-downs — can lag 60-120 days and dramatically overstate gross margin if not properly accrued
- •Distributor payment terms (Net 60-90) mean your cash conversion cycle is longer than most brands anticipate — build it by channel, not in aggregate
- •Promotional ROI requires measuring incremental lift above baseline, not just velocity during the promotion period
- •Commodity cost volatility demands a quarterly standard cost update process and a pricing review tied to input cost changes
- •Private label decisions require a SKU-level customer margin analysis — knowing your true margin per retailer is the basis for negotiation leverage
Frequently Asked Questions
How do we actually measure trade spend ROI?
The methodology: establish a baseline sell-through rate for each SKU at regular retail (using pre-promotion and post-promotion weeks as the control). During the promotion, measure the actual sell-through. Calculate incremental cases sold above baseline, multiply by net revenue per case (gross revenue minus trade deductions, COGS, and variable logistics). Subtract the cost of the promotion (off-invoice discounts, billback payments, display fees, slotting). Divide by the cost of the promotion. That's your ROI. If it's negative, the promotion is losing money — you're paying for volume you would have gotten anyway.
Our distributor keeps deducting from our payments. How do we manage this?
Distributor deductions are a constant in the CPG channel. The ones that are valid (short shipment, pricing error) are expected. The ones that are deductions for claims you don't agree with need a formal dispute process. The brands that manage this well have a deduction log — every deduction, the reason, the documentation, the resolution status — and review it monthly. If a deduction is more than 60 days old and unresolved, it's a cash risk.
We think a retailer is about to cancel our contract. What do we model?
Revenue concentration risk: if that retailer represents more than 15-20% of your revenue, their cancellation is a strategic event, not just an operational inconvenience. Model the cash impact of the cancellation over 90 days (you likely have inventory purchased for their orders), the customer concentration finding from buyers if you're pitching new retailers, and the margin profile of the business without that volume — because some volume is negative margin when you account for trade spend. A CFO builds this model in a week.
How do we know if private label makes sense for us?
Private label conversion makes financial sense when: you have excess production capacity that is already paid for, the margin you receive on the private label SKU covers your fully allocated cost (including the capital that's already in the equipment), and the strategic risk of dependency is one you're willing to accept. A CFO who understands CPG manufacturing economics builds the model that shows your true cost per unit — fully loaded — and whether the private label offer covers it with acceptable margin.
What metrics should a CPG brand CFO actually track?
Net revenue per case by SKU (after all trade, after all deductions, not just gross revenue), gross margin by SKU (with trade properly attributed), trade spend as a percentage of net revenue, inventory turns by SKU, working capital by channel (how much capital is tied up in each distributor relationship), and promo ROI by retailer by SKU. These six metrics tell you whether the brand is actually making money, where the leaks are, and what to fix first.