Quick Notes Using Click Data in Merchandising: Most-Clicked Products July 2, 2026 / June 12, 2026 by Wade Most-clicked products are one of the fastest feedback signals in merchandising. Clicks accumulate within hours of a shift in shopper interest, while sales data lags by days or weeks, especially for new or lower-volume products. Sorting with click data surfaces rising products before a best-selling sort would notice them. The caveat: clicks measure interest, not […] Read more »
Analytics Dynasort June 2026 Performance Report: 92.65% Higher Conversion Rate vs. Default Shopify Sorting July 1, 2026 / July 1, 2026 by Wade AI-Sorted Collections Delivered 92.65% Higher Conversion Rates in June 2026 Every Shopify store owner knows the feeling. You’ve spent money driving traffic, your products are solid, your photos look great — but visitors land on a collection page and leave without buying. The problem often isn’t what you’re selling. It’s the order you’re showing it […] Read more »
Quick Notes What Is an Out-of-Stock Inventory Buffer in Merchandising? June 30, 2026 / June 12, 2026 by Wade An out-of-stock inventory buffer is a threshold below which a product is treated as sold out for sorting, even though it still has units left. With a buffer of 5, a product is demoted once stock falls to 5 or fewer. The point: the last few units are usually broken sizes and odd colors, so […] Read more »
Quick Notes How to Use Review Ratings in Shopify Collection Sorting June 27, 2026 / June 12, 2026 by Wade Shopify has no built-in way to sort collections by review ratings, but sorting apps can pull review data from apps such as Yotpo, Okendo, Loox, and Judge.me and use it as a ranking signal. The key is weighting average rating together with review volume, so a product with two perfect reviews does not outrank one […] Read more »
Quick Notes When Discounted Items Take Over Your Shopify Collection June 25, 2026 / June 12, 2026 by Wade Discounted items take over a collection when your sort order rewards what discounts naturally produce: spikes in sales velocity and clicks. Left alone, markdowns crowd out full-price products, dragging down margin even as conversion looks healthy. The fix is a weighted sort that counts margin and discount depth alongside sales, so sale items earn placement […] Read more »
Quick Notes What Are Shopify Web Pixel Events and Why Do They Matter? June 22, 2026 / June 12, 2026 by Wade Shopify web pixel events are standardized behavior events (page viewed, product viewed, collection viewed, product added to cart, checkout completed, search submitted, and more) that Shopify emits as shoppers browse a store. Apps subscribe to them through a sandboxed web pixel, which is how merchandising and analytics tools learn what shoppers view, click, and buy […] Read more »
Quick Notes What Abandon Cart Rate Tells You About Your Collections June 20, 2026 / June 12, 2026 by Wade Abandon cart rate at the collection level is the share of shoppers who add a product from a collection to their cart but never complete the purchase. Tracked per collection, it shows you which collections generate interest that does not convert, a more specific and more actionable signal than a single storewide cart abandonment number. […] Read more »
Quick Notes How to Keep Seasonal Products Visible at the Right Time June 17, 2026 / June 12, 2026 by Wade To keep seasonal products visible at the right time, give them a temporary lift ahead of the season instead of waiting for sales data to catch up. Sales-based sorting always lags the calendar: shoppers look for sandals before sandals start selling. Boost seasonal items before demand peaks, let performance signals carry them in season, and […] Read more »
Quick Notes How to Sort a Shopify Collection by Sell-Through Rate June 15, 2026 / June 12, 2026 by Wade To sort a Shopify collection by sell-through rate, you need an app, because Shopify’s built-in sort orders do not include it. Sell-through rate (STR) is the share of available stock you actually sold over a period. Sorting by it surfaces the products that are genuinely in demand relative to how deeply you stocked them, not […] Read more »
Features Deployed Feature Releases Most Clicked Products: Every Collection Learns From Its Own Shoppers June 12, 2026 / June 11, 2026 by Wade Sales data is the gold standard for sorting products. It’s also sparse and slow. A typical collection might convert a handful of times a week. That’s not enough signal to confidently rank forty products against each other — you’d be sorting on noise. So merchants either wait for sales data to slowly accumulate, or they […] Read more »
