Quick Notes What Is Swatch Sorting (Product Option Sorting)? September 5, 2026 / June 12, 2026 by Wade Swatch sorting (product option sorting) is the practice of ordering a product’s variant options, like color swatches, so the best performing choice appears first. On most themes the first variant is the default selection and drives the image shoppers see, which makes variant order a real merchandising surface, not cosmetic housekeeping. It is the product […] Read more »
Quick Notes What Is Sell-Through Rate and How Do You Use It? September 3, 2026 / June 12, 2026 by Wade Sell-through rate (STR) is the percentage of available inventory you actually sold during a period. In plain words: units sold divided by the units you had available to sell, over a set window such as 30 days. A high STR means demand is strong relative to stock, while a low STR flags slow movers tying […] Read more »
Quick Notes What Is Search Merchandising? September 1, 2026 by Wade Search merchandising is applying merchandising judgment to search results: deciding which products deserve the top of each query, the way you already decide what leads a collection page. Instead of accepting default relevance order, you rank results by business rules such as sales, stock, margin, and conversion data. Search Is a Shelf Merchants plan collection […] Read more »
Quick Notes How to Pin Products to the Top of a Shopify Collection August 31, 2026 / June 12, 2026 by Wade To pin products to the top of a Shopify collection natively, set the collection’s sort order to Manually, then drag your chosen products into the first positions. The catch: manual sort freezes the entire collection, so everything below your pins stays wherever it was. Merchandising apps solve this by holding pins in place while automatically […] Read more »
Quick Notes How to Push Sold-Out Products Down in Shopify Collections August 29, 2026 / June 12, 2026 by Wade Shopify has no built-in sort order that pushes sold-out products to the bottom of a collection. Your realistic options are to hide sold-out items completely (with a smart collection rule or a theme filter) or to use an app that re-sorts the collection automatically, keeping out-of-stock products visible but demoted below everything shoppers can actually […] Read more »
Quick Notes How Far Down Do Shoppers Click in Search Results? August 27, 2026 / July 16, 2026 by Wade Further than most merchants assume. In one large Shopify catalog we analyzed, covering 188,000 search result clicks, 28.5 percent of clicks went to position one, and nearly half landed past position three. Shoppers who search are committed: they scroll, compare, and click deep into the grid. What the Click Curve Means Two things are true […] Read more »
Quick Notes How to Show the Best-Converting Color First on Product Pages August 26, 2026 / June 12, 2026 by Wade To show the best-converting color first, reorder the product’s option values so the winning color is the first swatch, or use swatch sorting that ranks colors by real shopper data. Shopify lets you drag option values into any order manually. Automated swatch sorting goes further, promoting the colors shoppers actually click and buy, and updating […] Read more »
Quick Notes Merchandising Automation vs Hiring a Merchandiser August 24, 2026 / August 31, 2026 by Wade Automation and a human merchandiser solve different problems, so it is not a true either-or. Automation handles the repetitive layer: re-sorting collections as sales, stock, and new arrivals change, every hour if needed. A merchandiser sets strategy: which products to push, how the brand should feel, what to test. Most Shopify stores need the strategy […] Read more »
Quick Notes Can You Re-Rank Shopify’s Predictive Search Dropdown? August 22, 2026 by Wade Yes. The predictive search dropdown, the suggestions that appear while a shopper types, can be re-ranked the same way as the full results page. With Dynasort, an app embed re-orders the dropdown using your active search recipe, so its few visible slots go to in-stock products your data says are worth suggesting. Why the Dropdown […] Read more »
Quick Notes How to See Collection Conversion Rates in GA4 August 21, 2026 / June 12, 2026 by Wade You can approximate collection conversion rates in GA4 with item list reports. If your theme sends an item_list_id or item_list_name with each collection page, GA4 ties view_item_list, select_item, and purchase events together, and an Explore report can divide purchases by list views. It works, but it depends entirely on correct tagging and tells you nothing […] Read more »