Features Product balancing

Product balancing

Interleave by vendor, product type, or option so page one is not ten nearly identical tiles. Mix the grid without throwing out performance ranking.

The problem Performance ranking turns page one into a vendor wall.
The outcome Keep the grid diverse without throwing away performance.
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Page one should not be ten of the same thing

Performance ranking has a side effect: the grid clumps. One vendor takes the first row. One silhouette repeats in four colorways. Shoppers think the collection is smaller than it is. Merchandisers call it a “wall.”

Product balancing interleaves the collection by vendor, product type, or option so the first screen stays diverse while you still rank on sales, margin, or inventory. It is not a random shuffle. It is a cap on how similar page one is allowed to look.

Balancing vs grouping

Grouping stacks stories: new, then campaign, then the rest. Balancing mixes inside the visible grid so those stories do not become a single-brand stripe. Use both when a marketplace-style catalog would otherwise look like one vendor’s lookbook.

SortWise makes this a practical merchandising control on the Basic plan — next to pins for the few products that must ignore the mix.

Keep the commercial sort

Balancing does not replace profit or revenue ranking. It stops the ranking from painting the fold with twins. If CTR falls after you mix the grid, that is a Strategy Lab question, not a reason to go back to a vendor wall.

Built into the merchandising loop

Use the signal. Keep the control. Learn from the result.

Every SortWise feature connects the data your store already has to a decision your team can understand, adjust, and repeat.

Read the signal

Vendor, product type, option, and performance.

Keep the control

Interleave the grid without throwing away a strong ranking.

Review the result

More variety above the fold, with commercial intent intact.

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SortWise Collection Sort is a Shopify app that uses rule-based sorting, AI-driven insights, and hourly updates to consistently surface relevant, high-performing products while freeing up hours of manual work.