Turning Calzedonia's seasonal scarcity into a high-performing search engine

Calzedonia moves fast: seasonal capsules, limited runs, and an ecommerce assortment that changes week to week. Demand was never the issue — timing was. Search and shopping campaigns weren't synchronized with what was actually in stock and selling out. Zendral built a program that treated scarcity as fuel: search and shopping aligned to live inventory and consumer urgency.

Case overview

Our focus was on driving rapid sell-through of scarce seasonal items by connecting search performance directly to merchandising decisions, ensuring that bidding and visibility remained aligned with inventory margins and seasonal demand.

We treated search results as a dynamic inventory shelf, shifting budgets toward high-margin hero products and utilizing urgency-driven messaging around new season drops to prioritize limited-stock capsules.

By implementing stock-aware automated bidding, we categorized campaigns by margins and real-time inventory levels, ensuring shoppers landed on curated seasonal stories that reflected the current state of the catalog.

The strategy delivered a 21% CTR on seasonal campaigns and a 12% conversion rate on key items, successfully increasing sell-through on limited runs without the need for heavy discounting.

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