The best sort order for a seasonal collection changes as the season progresses. Before the season, lead with newness and stock depth so the full range gets exposure. In season, let short-window sales velocity rank products by real demand. At season’s end, shift the weight toward discount and days of inventory to clear what is left before it becomes dead stock.
Pre-Season: How Do You Build Exposure?
Early in the season you have no meaningful sales data, so performance-based sorting has nothing to work with. Weight product newness so this year’s range leads, and weight inventory quantity so the products you bought deepest get the visibility to match. This phase is also where early click data earns its keep: shoppers browse before they buy, and most-clicked signals show which products are generating interest weeks before the sales curve confirms it.
In Season: Why Should Velocity Take Over?
Once orders flow, switch the weight to recent sales velocity over a short window. Seasonal demand moves fast, and a 7-day or 30-day view keeps the first rows aligned with what is selling this week, not what sold during launch month. Keep sold-out items pushed down throughout, because seasonal stock is rarely reordered and sell-outs accumulate as the season runs.
End of Season: How Do You Clear the Rest?
The goal flips from revenue to inventory exit. Increase the weight on discount depth and on days of inventory, which surfaces the products sitting on the most stock relative to their sales rate. Those are the items that will otherwise carry over to next year. The hard part is operational: nobody remembers to re-weight a sort order three times a season across a dozen collections, which is exactly why merchants automate the strategy instead of the clicking.
Dynasort runs each phase automatically. Install it from the Shopify App Store or see how it works.