Retail · Electronics
Markdown timing was leaving margin on the shelf.
This marketing & margin audit surfaced $49k in recurring annual margin in a Retail business, evidenced, senior reviewed, and delivered in 6 days.
The business
An electronics retailer discounted on a fixed markdown calendar set months in advance, applying a predetermined cadence of price cuts across its ranges regardless of how each individual line was actually selling. The calendar was convenient to plan around and had become the default mechanism for clearing stock, so markdown timing was driven by the diary rather than by demand.
What triggered the audit
Full price sell through felt lower than it should be on genuinely strong lines, hinting that some products were being discounted before they needed to be. The audit compared markdown timing against the real demand curve of each SKU, testing whether the calendar was cutting prices in step with softening demand or well ahead of it.
What the audit found
The fixed calendar was systematically discounting products before their demand had actually softened. Because markdowns triggered on a preset date rather than on live sell through, strong lines that were still selling healthily at full price were being cut on schedule alongside genuinely slow stock, sacrificing margin the market was perfectly willing to pay. In electronics, where product cycles and demand vary sharply between lines, a one size fits all calendar almost guarantees this: some SKUs are marked down far too early while still in demand. The retailer was, in effect, clearing products that didn’t need clearing, leaving roughly $49k a year of margin on the shelf on items customers would have bought at full price had the discount simply waited.
What we changed
Shifted markdown triggers from the fixed calendar to live demand and sell through signals, so prices only drop once demand on a given line has genuinely softened.
Held full price on lines still selling healthily at margin, ending the premature discounting of products customers were perfectly willing to buy at full price.
Gave buyers a demand based markdown rule, so timing follows the actual data on each SKU rather than a single company wide diary set months in advance.
Kept disciplined clearance for genuinely slow stock, preserving the calendar’s benefit exactly where it belongs while removing it where it destroyed margin.
The result
The outcomes were measured for three months after a 90 day implementation period. $49k a year of margin recovered by discounting when demand actually softens, an annual figure equal to 8× the $5,950 Audit + Sprint fee. For any retail merchant, the calendar feels safe, but it was cutting prices on lines customers were still happy to pay full price for. If your markdowns fire on a date rather than on live sell through, you are leaving margin on the shelf every cycle, on your strongest products first. Almost no team checks markdown timing against each SKU’s real demand curve. A fixed fee audit does, in days, so clearance clears stock without sacrificing profit.
From kickoff to signed off findings: 6 days.
What the client said
$49k a year found in 6 days
Stock marked down before demand softened: ~40% → ~8%
“Our markdown calendar was cutting prices on lines still selling at full price. David compared markdown timing against each SKU's real demand curve. Discounts now trigger on live sell through instead of a date, and clearance still clears.”
David JacksonSenior Auditor · signed this audit off