Retailers with hundreds of active SKUs often judge a category by a single conversion rate. That average blends entry gifts, mid-range staples, and premium hero pieces into one misleading number. Merchandising insight work starts by splitting revenue and conversion into price bands the buyers already recognise.
In practice we ask for the bands your buying team uses in wholesale negotiations—then overlay on-site conversion and return rates. Lines that convert poorly at a high band may still be strategic for brand presence; lines that convert well at a mid band often deserve more depth and cleaner photography instead of deeper discounting.
Promotion calendars should respect those bands. Blanket site-wide percentages flatten differentiation and train shoppers to wait. Targeted offers on lagging bands, paired with honest stock messaging on winners, usually protect margin better than a flat festival markdown.
Bring finance into the banding conversation early. If landed cost and free-shipping rules differ by band, conversion alone will push the wrong assortment decisions.