What's newin Layers

The sort order preview now breaks a Weighted Group blend down feature by feature — raw value, normalized score, weight share, and contribution — so you can see exactly why a product ranked where it did.

A sectioned metric picker for sort-order expressions with an inline Create Metric dialog, live preview, and per-row data status.

The sort order preview now shows exactly how each soft boost affected a product — position change, lift, and final score — instead of a rough lift percentage.

The sort preview region and marketing segment pickers now hide long-tail values that lack enough traffic to influence the preview.

Preview recommendation block output before publishing it.

Show clearer scoring details for products in sort previews.

Preview merchandising rules on the live storefront before publishing.

Preview search, collection, and similar-product results in the dashboard.