What's newin Layers

Create and maintain calculated attributes with AI instead of hand-writing JSONLogic.

Target merchandising rules using real-time shopper session context.

Resolve Shopify metaobject references across product and variant metafields.

Display individual variants as separate tiles in search and collection results.

Hide specific facet values from storefront filters.

Mark important attributes as high-signal to strengthen search relevance.

Evaluate search quality at scale with an automated LLM-driven pipeline.

Manage scheduled and inventory-aware merchandising rules more easily.

Add stronger safety guardrails across text search, visual discovery, and media processing.

Export LayersQL metric results for audits, sharing, and offline analysis.

Sync product and variant metafields automatically without manual selection.

Improve how product media contributes to search relevance.