SortWise on eCommerce Fastlane: The Hidden Revenue Leak on Shopify Collection Pages
Julia Wawrzynek, Marketing Manager at Mezereon (the team behind SortWise ), joined Steve Hutt on eCommerce Fastlane episode 471 to talk about the page almost nobody audits: your collection page.
Listen to the episode
The episode is about 28 minutes. Steve and Julia walk through why sorting by bestsellers quietly buries your highest-margin products, what a sold-out item in the top row actually costs you, and a 24-hour audit you can run from your phone.
The page you already paid to fill
Most Shopify operators will spend thousands this month getting shoppers to the store. Then those shoppers land on a collection page still sorted by rules set at launch and never touched again.
Collection merchandising is how you arrange products online to guide customers and make more sales. Walk into a good boutique and the front tables are not random. They hold the best, the newest, and the most likely to sell. Your collection page should work the same way. Online, the stakes are higher: about 95% of shoppers never scroll past the first page. Those first 10 to 20 product slots are the only real estate that truly matters.
Shopify’s native sorting is blunt. Alphabetical. By price. All-time bestsellers. Or hours of manual drag-and-drop. Picture a 500-SKU store where the top seller sells out. Shopify leaves it sitting in prime position. Shoppers hit a dead end, get frustrated, and bounce.
What Julia covered on the show
The conversation is a practical playbook, not a product pitch. Here are the ideas merchants can use this week:
- The triple loss of a sold-out bestseller. You lose the immediate sale. You waste the ad and SEO dollars that bought the visitor. And you bruise the relationship, because their first impression is a wall of grayed-out badges.
- Sort for profit, not just popularity. Volume does not always equal profit. When a bestseller stays on top only because it is already on top, higher-margin products never get seen on page two.
- Two metrics that tell the truth: click-through rate by position, and revenue per view (RPV). If traffic is up but RPV is down, you are surfacing products people look at but do not buy.
- A three-layer system. AI handles day-to-day optimization. Business rules protect context the AI cannot know. Manual pinning gives you creative control for launches and peak events. Trust automation for about 90% of routine work, and stay the captain for strategy.
- Stage matters. At $50K a month, merchandising automation is an insurance policy that buys back hours and plugs leaks. At $500K a month, a 1–2% shift in shelf space can be worth tens of thousands.
The 24-hour audit
You do not need an app to start. Julia’s highest-leverage move for the next 24 hours:
- Open your top three collection pages on the live storefront, not the analytics dashboard.
- Look at them like a customer would.
- Count how many out-of-stock, low-margin, or slow-moving items sit in your top 12 slots.
For most growing brands, that first page is quietly full of dead ends. Then set two guardrails: automatically bury out-of-stock items, and pin your highest-margin movers to the top two rows.
More from this conversation
We are turning the episode into a short series so each idea can stand on its own. This post is the announcement and overview. Next up:
- The triple loss of sold-out products on collection pages
- How to sort collections for profit, not popularity
- A 24-hour collection page audit you can run tonight
Those posts will go live here on the blog shortly. In the meantime, the full conversation is on eCommerce Fastlane .
Try the playbook in SortWise
If you would rather not drag products around every week, SortWise can set those two guardrails in about 10 minutes: bury sold-out items automatically, surface high-margin movers, and keep collections fresh on a schedule. There is a free plan to start, and a free trial if you want to test the full feature set.