How Most-profitable ranking works
Ranks by the profit margin you set per product — a pure catalog attribute, no behaviour and no time window — so your highest-margin items lead.
Most profitable ranks by a catalog attribute: the profit margin you set on each product. Unlike every behavioural signal, it ignores sales, views and time entirely — it simply orders your collection so the items that make you the most money per sale come first.
1. The collection, unranked

A normal collection page. The order is whatever the catalog lists — the best performers could be buried on the second row where few shoppers scroll.
2. The ranking engine scores it

There’s no data pipeline behind this one — the engine reads each product’s margin percent straight from its metadata and sorts descending. Nothing rolls in or out over time; change a product’s margin and its rank changes immediately. It’s the signal for merchandising by profitability.
3. The front row gets discovered

The strongest products now fill the front row — the slots that get the most views and clicks. That’s the payoff: ranking turns your best products into the ones shoppers see first.