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Shopify Merchandising Quick Notes

Short, practical answers to the questions Shopify merchants ask about merchandising: how to sort collections, get search results in the right order, run recommendation rows you control, and prove a change worked. New notes publish regularly, grouped by topic below.

Troubleshooting and symptoms

Why your collection is behaving the way it is, and how to fix it.

Measuring and testing

How to measure collection performance and prove that a sorting change worked.

Merchandising at scale

Running merchandising across many collections, teams, and client stores.

Variants, swatches and edge cases

Product options, combined listings, bundles, back in stock, and other tricky cases.

Search that sells

Getting Shopify search results in the right order: re-ranking, hiding sold-out items, the predictive dropdown, and measuring search conversion.

Recommendations and post-purchase

Product recommendation rows you control, from the product page to the cart to the thank you and order status pages.

New notes in this topic are publishing soon.

Want the software, not just the notes?

Dynasort automates everything these notes describe: it sorts your Shopify collections and product options using the signals you choose, with analytics on every plan. No theme changes, no page speed impact.