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Why fashion D2C ROAS drops in the off-season, and how to respond

Return on ad spend often falls between peak seasons. How to diagnose the drop, protect margin and scale only on the days that earn it.

By Firm Bull Media · October 18, 2026 · 6 min read

Most fashion brands see the same pattern every year. Return on ad spend (ROAS) is strong around festive and sale periods, then slips when the calendar goes quiet. The instinct is to cut budgets or change everything at once. Both usually make the problem harder to read.

A drop in ROAS is a symptom. Before you act, work out which part of the funnel moved.

What usually changes between seasons

  • Purchase intent is lower. People browse more and buy less when there is no occasion or deadline.
  • Offers get thinner. Without a sale or a gifting moment, the same ad has less reason to convert.
  • Creative wears out faster. Quiet periods often mean the same audiences see the same ads for longer.
  • Average order value shifts. Customers buy fewer items per order when they are not stocking up.

Diagnose before you cut

ROAS is revenue divided by spend, so it falls when cost to reach people rises, when fewer clicks turn into orders, or when each order is worth less. Break it into click-through rate, conversion rate, cost per thousand impressions and average order value. Compare each one with the same period last year, not last month, so seasonality does not hide the real change.

If click-through rate is falling, the problem is creative or audience. If clicks are healthy but conversion rate is falling, look at the product page, price and offer. If order value is falling, look at bundling and the products being promoted.

A practical response

  • Find your winning creatives. Look for the ads that still hold their return in the quiet period.
  • Build more variants around those winners. Keep the angle that works and change one thing at a time: the opening seconds, the model, the background, the format.
  • Track return every day against your break-even number, not a platform average.
  • Look for your strongest days, times of day and locations. Quiet seasons often hide pockets that still perform well.
  • Scale in measured steps on the days that earn it, and pull back when they do not.

Know your break-even ROAS

Break-even ROAS is one divided by your contribution margin, where margin is what is left from each order after product cost, shipping, payment fees and returns, before ad spend. If that margin is 50 percent, break-even ROAS is 2.0. Anything below it loses money on the first order, whatever the platform dashboard says.

This is why a lower ROAS in the off-season is not automatically a problem. It becomes a problem when it crosses your break-even line, or when repeat purchases will not cover the gap.

What to avoid

  • Cutting every budget at once. You lose the learning that helps the next peak.
  • Changing audiences, creative and offers in the same week. You will not know what worked.
  • Reaching for discounts as the first answer. They can train customers to wait.

Quiet seasons are a good time to build the creative library and tracking habits that make the next peak cheaper. If you want help reading your own numbers, that is what we do.

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