What's newin Layers

Relevant insights now show up on Analytics, Collections, Merchandise, Sort Orders, and Product Sequences.

Gate merchandising rules, sort orders, and boosts by date, time of day, or day of week with a new Schedule field group.

A recency-weighted sort recipe, sort health insights that flag buried risers, and suggested sort orders after install.

The sort order preview now flags when a lower-priority row decided a tie, with a Tied badge on the card and matching markers in View ranking details.

Min positions between is now a maximum, not a fixed gap — Soft Boost tightens spacing automatically so the full matched cohort fits, and now respects hard demotions in every mode.

Stockful inventory signals now sync as product and variant attributes you can use in merchandising rules, conditions, and sort orders.

A/B test sort orders against one or more challengers and measure conversion, add-to-cart, and revenue lift with statistical confidence.

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.

Date sort attributes now support an optional Bucket control — round timestamps down to the hour, day, week, month, quarter, or year so date-based tiebreakers and soft boosts stay meaningful even when many products launch close together.

Product Family is now a groupable LayersQL dimension — roll split listings and variants up into one row when reporting on products, sort orders, and metrics.

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

Segment metrics, sort orders, and merchandising rules by seven new customer and session attributes: language, currency, channel, sign-in state, session type, customer type, and company.