Case Study
Trade Promotion Leakage Audit
Trade promotion accounting · promo ROI · deduction reconciliation
You budgeted 9.0% of revenue for trade. The all-in cost came to 10.5%. Part of that gap is deductions nobody disputed — and part of it is promotions you paid for twice.
Trade promotion is the largest discretionary line on a specialty food P&L, and it leaks in ways no single report shows. A promo funded off-invoice andbilled back. A “promotion” deducted that never ran on any shelf. A scan allowance billed at a rate two points above the one in the agreement. Each leak is small, plausible, and invisible — because the promo plan, the deduction stream, and the settlement records live in three places that never meet.
The worked example is Cinderhaven Provisions — a synthetic $25M brand with 50 SKUs across 5 product lines and 6 contracted retailers. The data is invented so the methodology can be shown in full. The forensic matching, the leakage classification, and the retailer reranking are exactly what a real engagement produces — and the dollar figures are genuine outputs of the pipeline run on that synthetic data, real as computed, not as a client’s past results.
What the forensic finds
The audit joins three data streams — promotional agreements, deduction/remittance data, and POS/shipment data — and matches every promo-coded deduction back to an authorized event. Whatever doesn’t match is classified: double-funded promotions (the same event paid through two mechanisms), phantom promotions (deductions with no corresponding event), and rate discrepancies (events billed above the agreed rate).
Across the Cinderhaven book, operational trade waste came to $480,000 a year — a 1.5-point gap between the 9.0% the brand budgeted and the 10.5% it actually paid.
Then the retailers get reranked by net revenue after all trade costs. In the Cinderhaven model, the account the brand treated as its best was one of its worst once trade spend was netted out.
See it worked through
Trade spend leakage
Forensic analysis detecting double-funded promotions, phantom promos, and rate discrepancies. Reranks retailers by net revenue after all trade costs.
trade-spend.lailarallc.com →Trade spend diagnostic
7-tab Excel workbook: trailing-52-week dataset, executive memo, defensibility log, and 25 diagnostic SQL queries.
Download ↓What you get
A forensic audit of 12 months of trade promotion: every promo-coded deduction matched to an authorized event, every mismatch classified and priced, retailers reranked by net revenue, and the approval-and-coding protocol that prevents next year’s leakage. Pairs naturally with the Trade Spend & Deduction Recovery diagnostic — same data pull, two engagements. Fixed fee, defined timeline.
Start with a conversation.
Thirty minutes. Bring last year’s promo calendar — even a messy one. Especially a messy one. I’ll tell you where the leakage is likely concentrated and what a scoped forensic looks like. No deck, no obligation.