The Post-Christmas Margin Crisis
January is when fashion brands discover the true cost of their Q4 strategy. The Christmas rush is over, returns are flooding in, and the clearance sale you launched on Boxing Day is cannibalising your spring margins.
For most fashion ecommerce brands, January is not just the quietest month. It is the most destructive.
The Returns Avalanche
Fashion has the highest return rate of any ecommerce category. Industry averages sit between 25% and 40%, but post-Christmas returns routinely hit 45% or higher.
Every return in January was a "sale" in December. Which means:
- Your December ROAS was overstated by the value of those returns
- Your Google Ads account optimised toward those false positives
- Smart Bidding learned to target the demographics most likely to return
This is not a January problem. It is a December problem that invoices in January.
The Clearance Death Spiral
Boxing Day sales are a commercial reality in fashion. But how you run clearance through Google Ads determines whether January is painful or catastrophic.
The death spiral works like this:
- You launch a 50% off sale across your site
- Google Ads starts driving traffic to discounted products
- Conversion rates spike (everything is cheap)
- Smart Bidding sees strong performance and increases bids
- You are now paying premium CPCs for half-price products
- Your cost per acquisition exceeds the margin on discounted items
You are paying full price for clicks on half-price products. The maths does not work.
How to Protect January Margins
1. Separate clearance from full-price in your campaigns
Run sale items in dedicated campaigns with lower POAS targets. Do not let clearance products compete for budget against full-margin spring arrivals.
2. Adjust conversion values for returns
If your average return rate is 30%, your true conversion value is 70% of what Google reports. Feed adjusted values into Smart Bidding during peak return periods.
3. Front-load spring arrivals
The brands that win January are the ones showing new season product while competitors are still pushing clearance. New arrivals at full margin beat discounted old stock every time.
4. Model the full Q4-Q1 cycle
Do not celebrate December in isolation. Model the full cycle: November spend, December revenue, January returns, and February settled cash. That is your true Q4 performance.
5. Reduce return rates at source
Better size guides, more accurate product photography, and honest product descriptions reduce returns more effectively than any post-purchase policy. Every return prevented is margin preserved.
The Agency Conversation
Most agencies celebrate Q4 ROAS without accounting for Q1 returns. If your December report showed a 6.0 ROAS but January returns wiped out 35% of that revenue, your actual ROAS was closer to 3.9.
Ask for a post-return adjusted ROAS report. If your agency cannot produce one, they are measuring the wrong thing.