# Post-Season Playbook

## Overview

Post-season inventory management is where seasonal businesses either protect their margins or destroy them. The difference between a planned, disciplined markdown strategy and reactive panic discounting can be 15-25 percentage points of margin on seasonal inventory. This playbook provides specific frameworks for timing, depth, and execution of post-season inventory clearing.

## The Markdown Decision Framework

### When to Start Markdowns

The optimal markdown start date depends on three factors:

1. **Sell-through rate vs. target**: If actual sell-through is tracking below plan
2. **Remaining season length**: How many selling days remain at current velocity
3. **Inventory age**: How long until the product becomes unsellable (next season, expiry, obsolescence)

### Markdown Trigger Matrix

| Sell-Through at Season Midpoint | Remaining Inventory (% of buy) | Action |
|---|---|---|
| >60% | <40% | Hold price — on track for clean exit |
| 50-60% | 40-50% | Light markdown (10-15%) in final 2 weeks of season |
| 40-50% | 50-60% | Moderate markdown (20-30%) starting immediately |
| 30-40% | 60-70% | Aggressive markdown (30-40%) starting immediately |
| <30% | >70% | Emergency action — deep discount + liquidation channels |

## Markdown Depth Strategy

### Progressive Markdown Schedule

The most effective approach is a staged markdown that creates urgency without immediately destroying margin:

**Stage 1: Early Signal (15-20% off)**
- Timing: 1-2 weeks before season end
- Goal: Accelerate sell-through of remaining full-price inventory
- Target: Move 30-40% of remaining inventory
- Messaging: "End of season" or "Last chance"

**Stage 2: Active Clearance (30-40% off)**
- Timing: First 2 weeks after season end
- Goal: Clear the bulk of remaining inventory
- Target: Move 40-50% of what remained after Stage 1
- Messaging: "Clearance" with visibility in deals sections

**Stage 3: Deep Discount (50-60% off)**
- Timing: 2-4 weeks after season end
- Goal: Move stubborn remaining inventory
- Target: Move 80%+ of what remained after Stage 2
- Messaging: "Final clearance" with prominent placement

**Stage 4: Liquidation (60-80% off or alternative channels)**
- Timing: 4+ weeks after season end
- Goal: Exit all remaining inventory
- Target: 100% clearance
- Channels: Liquidation marketplaces, B2B wholesale, donation (for tax benefit)

### Markdown Depth by Product Type

| Product Type | Max Recommended Markdown | Rationale |
|---|---|---|
| Fashion / Trend-driven | Up to 70% | Zero value next season — clear at any positive margin |
| Seasonal staples (repeat annually) | Up to 50% | Some carry value if storage is cheap, but freshness matters |
| Holiday-specific (dated) | Up to 80% | Christmas-themed items are worthless on Jan 1 |
| Seasonal but functional | Up to 40% | Sunscreen, winter coats — some demand year-round |
| Gift sets / Bundles | Up to 60% | Break bundles if components sell individually |

## Channel Strategy for Post-Season Inventory

### Primary Channel (Your Store / Main Marketplace)
- First markdown stage always happens here — your audience, your customer
- Remove from premium/featured positions gradually
- Move to clearance section or collection

### Secondary Marketplaces
- List remaining inventory on additional marketplaces after Stage 2
- Different customer base may pay closer to full price
- Adjust pricing for marketplace fees

### Wholesale / B2B
- Offer bulk lots to resellers or discount retailers after Stage 3
- Accept 60-80% discount from retail — volume matters more than margin
- Negotiate take-all deals to clear in a single transaction

### Liquidation Services
- Last resort for inventory that won't move at any retail price
- Expect 5-15 cents on the retail dollar
- Factor in shipping and handling costs — sometimes write-off is cheaper

### Donation
- For inventory with positive write-off value (cost basis > liquidation proceeds)
- Tax deduction at cost basis may exceed liquidation value
- Verify eligibility and documentation requirements

## Sell-Through Tracking During Markdowns

### Key Metrics to Monitor Weekly

| Metric | Formula | Target |
|---|---|---|
| Sell-through rate | Units sold / Units available at start of period | Per stage targets above |
| Days of supply | Current inventory / Average daily unit sales | Declining each week |
| Markdown margin | (Revenue - COGS) / Revenue at marked-down price | Positive through Stage 3 |
| Velocity change | Units/day at new price vs. units/day at old price | >2x increase expected |

### Decision Rules During Markdown Period

- **If velocity doesn't increase >50% after markdown**: Go deeper — the price hasn't crossed the customer's threshold
- **If velocity spikes but doesn't sustain**: Create urgency — "Only X left" messaging, countdown timers
- **If sell-through exceeds target**: Slow down the markdown cadence — you may be leaving margin on the table
- **If a specific SKU isn't moving at any price**: Skip directly to liquidation — don't waste visibility on it

## Post-Season Retrospective Template

After each seasonal cycle, document:

1. **Forecast accuracy**: How close was projected demand to actual demand? By period and product.
2. **Sell-through rate**: What percentage of seasonal inventory was sold at full price, marked down, and liquidated?
3. **Markdown effectiveness**: Did each markdown stage hit its velocity and sell-through targets?
4. **Timing assessment**: Were markdowns started too early (left margin on table), too late (couldn't clear), or right on time?
5. **Product-level winners and losers**: Which products sold clean and which required heavy discounting? Why?
6. **Carrying cost**: Total cost of holding seasonal inventory including storage, insurance, and opportunity cost
7. **Lessons for next season**: Specific adjustments to buy quantities, timing, or strategy

## Financial Modeling

### Break-Even Markdown Depth

Calculate the maximum discount that still beats liquidation or write-off:

**Break-even discount = 1 - (Liquidation value per unit / Original retail price)**

If a product retails at $50 and liquidation would return $5, any markdown up to 90% is better than liquidation.

### Carrying Cost Threshold

Calculate when holding inventory costs more than discounting it:

**Monthly carrying cost = Unit cost × (Storage rate + Insurance rate + Opportunity cost rate)**

If carrying cost is 3% of unit cost per month, holding a $20 item costs $0.60/month. If you're 4 months from next season, carrying cost is $2.40 — worth holding only if next-season price recovery exceeds the discount you'd take now plus $2.40.

### Markdown Optimization Formula

**Optimal markdown depth = The discount that maximizes: (Units sold × Margin per unit) - Carrying cost of unsold units**

This requires estimating the demand curve (how many more units sell at each discount level). Use historical markdown response data to calibrate.