Every product collection on your Shopify store is a silent sales pitch. The order your products appear in shapes what customers click, what they add to cart, and whether they buy — or bounce.

Most merchants don’t think much about collection sorting. They leave it on Shopify’s default settings — alphabetical, best-selling, newest first — and hope for the best. But “hope” isn’t a merchandising strategy. In March 2026, Dynasort tracked over 6.3 million collection sessions across thousands of Shopify stores, and the data tells a clear story: AI-optimized product sorting dramatically outperforms the default. Across every key metric — conversion rate, cart rate, exit rate, and bounce rate — Dynasort-sorted collections delivered meaningfully better results. Let’s break down exactly what that looks like.

Key Metrics: Dynasort vs. Shopify Default Sorting

Here’s how collections using Dynasort’s AI sorting compared to collections using Shopify’s standard sorting options in March 2026.

Conversion Rate: 1.74% vs. 0.71% (↑ 145.07%)

This is the headline number, and it’s the one that matters most. Conversion rate measures the percentage of collection visitors who completed a purchase. Dynasort collections converted at 1.74% compared to just 0.71% for default-sorted collections — a 145% improvement.

To put that in perspective: if your store gets 10,000 collection visits per month and your average order value is $75, moving from 0.71% to 1.74% CVR means going from roughly $5,325 in revenue to approximately $13,050. That’s an additional $7,725 per month — from the same traffic you’re already paying for. No new ad spend. No redesign. Just smarter product ordering.

Cart Rate: 7.3% vs. 2.94% (↑ 148.3%)

Cart rate measures the percentage of collection visitors who added at least one product to their cart. Dynasort collections hit 7.3% compared to 2.94% for default sorting — a 148% lift.

This metric reveals something important about intent. When products are sorted in an order that matches what shoppers are actually looking for, they engage. They don’t just browse — they take action. A higher cart rate means your collections are doing their job: surfacing the right products to the right shoppers at the right time.

Exit Rate: 57.24% vs. 64.4% (↓ 11.12% improvement)

Exit rate tracks how often a collection page is the last page a visitor sees before leaving your store entirely. Dynasort collections had an exit rate of 57.24% compared to 64.4% for default-sorted collections — an 11.12% improvement.

A lower exit rate means more shoppers are continuing to browse your store after viewing a collection. They’re clicking into product pages, exploring other categories, or heading to checkout. Poorly sorted collections, on the other hand, act like dead ends. When customers don’t see anything compelling near the top, they leave.

Bounce Rate: 43.18% vs. 53.62% (↓ 19.47% improvement)

Bounce rate measures visitors who land on a collection page and leave without interacting at all — no clicks, no scrolls, nothing. Dynasort collections reduced bounce rate to 43.18% versus 53.62% for Shopify defaults, a 19.47% improvement.

This is your first-impression metric. Nearly 1 in 5 additional visitors stayed and engaged when collections were sorted by Dynasort’s AI instead of Shopify’s static rules. For merchants spending money on paid traffic that lands on collection pages, this improvement alone can meaningfully change your ROAS.

Platform Scale: March 2026 by the Numbers

These results aren’t pulled from a handful of test stores. Here’s the scale Dynasort operated at in March:

• 40,490 collections tracked across the platform
• 3,556 collections actively sorted by Dynasort’s AI
• 1,069,782 products managed across all connected stores
• 2.23 billion collection sorts executed — that’s Dynasort’s algorithm continuously reordering products based on real-time performance signals
• $286.4 million in catalog revenue managed across all Dynasort-connected stores
• 6.32 million total collection sessions measured

This is production-scale machine learning applied to a problem most merchants solve with gut instinct or ignore entirely. Every sort decision is informed by actual shopping behavior — clicks, cart adds, purchases, and more — not static rules that go stale the day you set them.

What This Means for Merchants

If you’re running a Shopify store, here are the practical takeaways from this data:

Your collection sort order is a conversion lever. It’s not a cosmetic detail. The difference between a well-sorted and poorly-sorted collection is, based on March’s data, a 145% gap in conversion rate. Few optimizations on your store can deliver that kind of impact with zero ongoing effort.

Static sorting rules decay. “Best-selling” sorting sounds logical, but it creates feedback loops — top sellers stay on top, and new or seasonal products get buried. Dynasort’s AI continuously re-evaluates and adapts, which is why metrics like cart rate and bounce rate also improve, not just conversions.

You don’t need more traffic; you need more from your traffic. Every percentage point of bounce rate reduced and every additional cart add represents revenue you’re currently leaving on the table. With acquisition costs continuing to climb across Meta, Google, and TikTok, squeezing more value from your existing sessions is the highest-leverage move you can make.

Start Sorting Smarter

March 2026’s data reinforces what we’ve seen month after month: AI-optimized product sorting consistently and significantly outperforms Shopify’s default options. Higher conversion rates. More cart adds. Fewer bounces. More engaged shoppers.

Dynasort works in the background — no manual merchandising, no rules to configure, no ongoing maintenance. Install it, enable it on your collections, and let the algorithm do what static sorting can’t.

Try Dynasort free on the Shopify App Store →

Your products deserve to be seen in the right order. Your revenue depends on it.

Rank Metafields is a new Enterprise feature that writes live product ranking data to your Shopify store as native metafields. No custom API work, no third-party integrations, no developer gymnastics. The data just shows up where your products live and works with everything Shopify already supports.

What Gets Written

For every product in your catalog, Dynasort writes three values:

dynasort.rank_position is your product’s numeric rank within the catalog. Position 1 means this product scores highest according to your sorting recipe. Higher numbers mean lower relative performance.

dynasort.rank_score is the raw weighted composite score that your sorting recipe generates — a combination of revenue, margin, inventory velocity, conversion rate, review scores, and any custom attributes you have configured. This is the actual number Dynasort uses to rank products internally, now surfaced on the product itself.

dynasort.rank_percentile is a 0 to 100 score where 100 means top of catalog and 0 means bottom. This is the number most useful for display logic, conditional rules, and customer-facing copy — it is intuitive to read and easy to build against.

All three are standard Shopify number_integer metafields in the dynasort namespace. They behave identically to any other Shopify metafield, which means they work with themes, Shopify Flow, third-party apps, headless storefronts, and any other system that reads product data.

What You Can Build With It

Theme-level badges and labels. Use metafield-aware theme blocks to display “Top 10% This Week,” “Ranked #3 in Running Shoes,” or any rank-based label on product cards and product detail pages. No developer required after initial setup — the data updates itself.

Email and SMS personalization. Feed rank percentile into Klaviyo, Omnisend, or any other email platform that reads Shopify product data. Automatically promote products that have climbed into the top tier of your catalog. Stop manually curating “best of” product blocks — let rank data do it.

Smarter ad spend. Pipe rank data into your Google Shopping feed or Meta product catalog to bias spend toward products your algorithm already knows convert. If a product is ranking in the top 20% of your catalog, it is probably worth more ad budget than one sitting at the bottom.

Shopify Flow automations. Trigger workflows based on rank changes. Tag products that fall below the 20th percentile for review. Alert your team when a new product breaks into the top 10. Auto-apply or remove “Trending” tags as rank percentile changes.

Headless and custom storefronts. Sort product grids client-side using pre-computed rank data without making real-time API calls. Build custom “Staff Picks” or “Best Sellers” sections that automatically refresh as rank data updates. Feed percentile into personalization engines or recommendation widgets.

Multi-Recipe Support for Enterprise

Enterprise stores running multiple sorting recipes can opt in per-recipe. Each recipe you opt in adds three metafield keys per product, using the recipe ID as a suffix: rank_position_91, rank_score_91, rank_percentile_91 for recipe 91, and separate keys for each additional recipe.

A store running a “Best Sellers” recipe and a “New Arrivals” recipe gets a complete, multi-dimensional ranking profile on every product — making it possible to build themed sections (“New and Trending,” “Value Picks”) where each uses a different recipe’s data.

Technical Details

Metafields are written via Shopify’s metafieldsSet GraphQL mutation in batches of 24, respecting API rate limits. Data refreshes every hour at :30 past the hour, automatically, with no manual action needed after opt-in. All active, draft, and archived products are covered. Products that have been deleted from Shopify but remain in Dynasort’s catalog are automatically excluded.

Availability

Rank Metafields is an Enterprise feature, available now. Merchants on Demo, Basic, and Pro plans will see the option in their recipe settings clearly marked as Enterprise — so you know exactly what you are unlocking when you upgrade.

Questions or feedback: hello@dynasort.io or in-app chat.

Feature 1: On Sale Option Sorting

If you run a Shopify store and you discount products, you have had this problem: Dynasort sorts your option values by sales, revenue, inventory, or some combination, but it had no way to account for whether a given option was on sale. A red colorway that’s 30% off would sort the same as a full-price red colorway.

That’s fixed.

How it works

Dynasort now automatically detects on-sale option values. An option value (say, “Red” in a Color option) is flagged as on sale if any of its variants have a compare_at_price above the current price. No additional API calls, no extra setup. It uses data already in Dynasort’s pipeline.

When an option is flagged, you get three placement settings per option:

Leave in place keeps things exactly as they were. On-sale options sort normally alongside regular in-stock options. This is the default, so if you do nothing, nothing changes.

Move before in-stock pushes on-sale options to the top of the list, ahead of regular in-stock items. Use this when you want discounts visible immediately: clearance events, sitewide sales, or flash promotions where you want every discounted variant front and center.

Move after in-stock groups on-sale options below regular stock but above sold-out items. Use this when your strategy is full-price first, such as protecting margin on flagship products while still surfacing sale items for shoppers who scroll.

The sort tier logic stacks cleanly with everything else: pinned positions always win, sold-out always goes last, and within each tier, your chosen metric (revenue, sales, inventory, etc.) still determines the order. An orange dot indicator appears in the option value table when on-sale grouping is active, giving you instant visual confirmation of which options are flagged.

The setting is per-option, per-product. You can apply “Move before in-stock” to Color and “Leave in place” to Size on the same product. Automated background re-sorts respect the setting the same way manual saves do.

Feature 2: Auto Merchandise from Anywhere

This one is smaller, but if you spend significant time in your Shopify admin, you’ll feel it immediately.

Dynasort now integrates into Shopify’s native “More Actions” menu on product pages, collection pages, and the collections index. The links are:

Auto Merchandise Product on any product page jumps directly into Dynasort’s controls for that product.

Auto Merchandise Collection on any collection page opens Dynasort’s sorting settings for that collection.

New Managed Collection from the collections index launches straight into the collection creation workflow in Dynasort.

Previously, getting from a specific product or collection in Shopify admin to the corresponding Dynasort controls required opening a separate tab, navigating to Dynasort, and searching for the item. It was a constant context switch for anyone actively managing merchandising. Now it’s one click from wherever you already are.

Available Now

Both features are live for all Dynasort users on every plan tier, including Demo, Basic, Pro, and Enterprise. No upgrade, no additional configuration required beyond enabling On Sale Option Sorting on the products where you want it.

Questions or feedback: hello@dynasort.io or in-app chat.

Homer and the Dynasort Team

Install Dynasort free on the Shopify App Store at dynasort.io

This week we shipped two new sorting attributes that give merchants sharper signals and more control. Both are live now and included in every Dynasort plan.

The Problem with Sales Rank

Sales rank is intuitive. Put your bestsellers first, customers find popular products faster, conversions go up. Simple enough.

Except it ignores a critical variable: inventory.

A product that has sold 1,000 units over the past 90 days but has 8 units left in stock is not a product you should be leading your collection with. You’re funneling traffic toward a near-stockout, manufacturing frustration, and burning potential conversions that could have gone to products you can actually fulfill.

This is where Sell Through Rate changes the picture.

Feature 1: Sell Through Rate (STR) Attribute

Sell Through Rate measures how quickly a product is moving through available inventory. It’s not just “what sold the most” but “what is selling fastest relative to what we have.”

High STR means a product is popular and moving quickly. Used alongside inventory data, it gives you a much more honest picture of what deserves front-page placement in your collections.

With STR now available as a native Dynasort sorting attribute, you can build recipes that factor in velocity alongside sales, inventory levels, and conversion data. The result is collections that reflect what you can actually sell, not just what sold well in the past.

Feature 2: Alphabetical Metafield Sorting

Shopify metafields let merchants store custom data against products: material type, brand, fit, season, country of origin, and dozens of other attributes depending on the catalog.

Until now, sorting by those metafield values alphabetically required custom workarounds or manual ordering. That’s done.

Alphabetical metafield sorting is now a first-class option in Dynasort. Pick any metafield, sort ascending or descending, and let automation handle the rest. Whether you’re organizing by brand name, material, or a custom taxonomy you’ve built, it works without any extra configuration.

Available Now

Both attributes are live in your Dynasort account today. No upgrade required, no new billing, no setup beyond adding them to your sorting recipe.

If you’ve been working around inventory blind spots or fighting with manual metafield ordering, now you don’t have to.

Questions or feedback? Reach us at hello@dynasort.io or through in-app chat.

Feature 1: Auto Sorting for New Collections

Until now, when you created a new Shopify collection, there was a gap between when the collection went live and when Dynasort’s automated sorting kicked in. For busy teams managing large catalogs, this meant new collections sometimes faced real customers with default, unsorted product ordering.

That gap is gone.

With Auto Sorting for New Collections, Dynasort now detects new collections the moment they’re created and immediately applies your configured sorting rules. There’s nothing to configure, no checklist to remember, no delay. Your merchandising logic is active from day one.

This is especially valuable for merchants who frequently launch new seasonal collections, run promotions with dedicated collection pages, or are scaling their catalog quickly.

Feature 2: Bulk Editing for Products & Collections

Managing sorting configurations across a large catalog used to require updating collections and products one at a time. If your strategy changed — new metric priorities, a seasonal shift, a site-wide promotion — implementing it was a manual slog.

Bulk editing solves that. You can now select multiple collections or products and update their sorting rules in a single action. Whether you’re managing 20 collections or 2,000, what used to take hours now takes seconds.

Available Now — No Upgrade Required

Both features are live in your Dynasort account right now. No additional setup, no new billing tier. Open the app and you’ll find Auto Sorting in your Collections settings and Bulk Editing available wherever you manage collections and products.

As always, we’re building based on what merchants actually need. If you have feedback on either feature — or ideas for what to tackle next — reach out at hello@dynasort.io or use the in-app chat.

— Wade & the Dynasort Team

If you’ve ever manually reordered color swatches, adjusted size options, or wondered why certain variants get clicked more than others, this feature is built specifically for you.

The Problem: Product Options That Work Against You

Here’s a scenario that plays out thousands of times every day across Shopify stores:

A customer lands on your product page, sees a beautiful hero image, and is ready to buy. They scroll to the color options and see… a sold-out color as the first swatch. Or maybe it’s sorted alphabetically, so “Azure Blue” appears before your best-selling “Black.”

That customer now has to work harder to find what they want. Some will. Many won’t.

This isn’t just a minor inconvenience — it’s a conversion killer. And during high-traffic periods like Black Friday Cyber Monday, when every percentage point matters, these small friction points add up to real revenue loss.

The traditional solution? Manual updates. Ecommerce managers checking inventory levels, reviewing sales data, and manually reordering product options. It’s time-consuming, error-prone, and nearly impossible to maintain across hundreds or thousands of products.

The Solution: Intelligent, Automated Product Sorting

Product Sorting brings the same automated merchandising intelligence you already use for collections directly to your product pages. It continuously monitors your store’s performance data and automatically reorders your product options — colors, sizes, materials, styles — based on what actually drives results.

How It Works

Product Sorting analyzes your store’s real-time data across multiple metrics:

• Sales performance — Best-selling variants appear first
• Inventory levels — Never lead with sold-out options
• Conversion rates — Prioritize variants that convert
• Revenue impact — Highlight your highest-value options
• Stock velocity — Surface fast-moving inventory

The system runs continuously in the background, updating your product option order as your inventory and sales patterns change. No manual intervention required.

Why This Matters Right Now

We’re launching Product Sorting in beta just before Black Friday Cyber Monday for a reason: this is when automated merchandising matters most.

During BFCM, your store experiences:

• Rapid inventory fluctuations — Popular variants sell out in hours, not days
• Shifting demand patterns — Customer preferences change based on promotions and trends
• Higher traffic volume — More customers means more potential friction points
• Time constraints — Your team is handling support, fulfillment, and operations

Product Sorting ensures that every product page is always optimized, even when inventory and demand are changing by the hour. Your customers always see the most relevant, in-stock options first — automatically.

Key Features of Product Sorting (Beta)

Always In-Stock First

The most frustrating customer experience in e-commerce? Clicking on a product only to discover your preferred option is sold out. Product Sorting automatically moves out-of-stock variants to the end of your option lists, ensuring customers always see available inventory first.

This is especially powerful for stores with multiple variants. A dress available in 8 colors and 5 sizes has 40 possible combinations. Without intelligent sorting, customers might click through several sold-out combinations before finding what’s available.

Performance-Ranked Options

Not all variants perform equally. Your black t-shirt might outsell your chartreuse one by 10x. Product Sorting identifies these performance patterns and surfaces your best-sellers first, increasing the likelihood that customers select high-converting options.

This creates a positive feedback loop: high-performing variants get more visibility, leading to even better performance, while underperforming options naturally fall to the bottom of the list.

Real-Time Automation

Unlike manual merchandising, Product Sorting updates continuously. When a variant sells out, it’s automatically deprioritized. When inventory is restocked, it’s automatically re-promoted. When a new color starts trending, it automatically rises in the rankings.

Your product pages stay optimized 24/7, without any manual intervention from your team.

Multi-Metric Intelligence

Product Sorting doesn’t rely on a single metric. It considers multiple factors simultaneously:

• Which variants have the most sales?
• Which have the highest inventory levels?
• Which are trending upward in recent orders?
• Which have the best conversion rates?

This multi-dimensional approach ensures your product options are sorted based on a holistic view of performance, not just one data point.

What “Beta” Means for You

We’re launching Product Sorting as a beta feature because we believe in building with our merchants, not just for them. Here’s what beta means:

Included in Your Plan

Product Sorting is already available in your Dynasort account at no additional cost. No upgrade required, no new billing. Just open Dynasort and navigate to the Products section — it’s ready to use.

We Want Your Feedback

This is the first iteration of Product Sorting, and we’re eager to hear how it works for your store. What metrics matter most to you? What sorting rules would make this even more powerful? What edge cases does your catalog present?

We’re actively developing the roadmap for Product Sorting, and your real-world feedback will directly influence what we build next.

Not Final Yet

Because this is a beta release, you can expect additional features, refinements, and improvements in the coming weeks and months. We’re committed to making Product Sorting the most powerful automated merchandising tool for Shopify product pages, and we’re just getting started.

Getting Started with Product Sorting

Ready to try Product Sorting? Here’s how to get started:

Step 1: Open Dynasort

Log into your Shopify admin and open the Dynasort app. You’ll see a new “Products” section in the navigation.

Step 2: Select Your Products

Choose which products you want to enable Product Sorting for. You can start with a few high-traffic products or enable it store-wide — it’s up to you.

Step 3: Choose Your Sorting Rules

Select which metrics matter most for your store. Want to prioritize in-stock items? Rank by sales? Focus on high-margin variants? Product Sorting lets you customize the logic to match your merchandising strategy.

Step 4: Let It Run

Once enabled, Product Sorting works automatically in the background. Your product options will continuously update based on your store’s real-time performance data.

Step 5: Monitor and Adjust

Check back periodically to see how your products are performing. You can adjust your sorting rules at any time based on what you’re seeing in your data.

Real-World Use Cases

Fashion and Apparel

A clothing brand with products available in 12 colors and 6 sizes. Product Sorting ensures that:

• Popular colors (black, navy, white) appear first
• Sold-out size/color combinations are automatically hidden or deprioritized
• Seasonal colors are promoted when they start trending
• Clearance colors are surfaced when inventory needs to move

Home Goods

A home decor store with products in multiple finishes and sizes. Product Sorting helps:

• Keep bestselling finishes (brushed nickel, matte black) prominent
• Adjust for seasonal trends (warm tones in fall, cool tones in spring)
• Clear out slow-moving inventory by promoting it when strategic
• Ensure customers see in-stock options during high-demand periods

Beauty and Cosmetics

A skincare brand with products in different sizes and formulations. Product Sorting enables:

• Featured sizes (travel size, value size) to rank by performance
• Limited edition variants to be promoted while in stock
• Subscription-eligible options to appear first for customer retention
• Sample sizes to be strategically positioned for first-time buyers

The Bigger Picture: Why Automated Merchandising Matters

Product Sorting is part of a larger shift in e-commerce: the move from manual to automated merchandising.

Traditional merchandising requires constant manual attention. Someone on your team has to monitor sales data, check inventory levels, review analytics, and then manually implement changes across your catalog. This works fine for stores with 50 products. It breaks down at 500. It’s impossible at 5,000.

Automated merchandising solves this by encoding your merchandising strategy into rules that execute automatically. Instead of “check if the black shirt is sold out and move it down,” you set a rule that says “always prioritize in-stock variants” and the system handles it forever.

This isn’t about replacing human judgment — it’s about amplifying it. Your team still sets the strategy and priorities. The automation just handles the execution across your entire catalog, instantly and continuously.

What’s Next for Product Sorting

We’re already working on the next phase of Product Sorting, including:

• Advanced sorting rules — More granular control over how products are ranked
• A/B testing capabilities — Test different sorting strategies to see what drives results
• Custom metric weighting — Fine-tune how much each metric influences sorting
• Product option analytics — Deeper insights into variant performance
• Seasonal and promotional scheduling — Pre-program sorting changes for key events

As a beta user, you’ll get early access to these features as they launch. And your feedback will help shape what we prioritize.

Why We Built This

We built Dynasort because we saw Shopify merchants spending hours on merchandising tasks that should be automated. Collection sorting was just the beginning. Product option sorting was the natural next step.

Every friction point you remove from the customer experience increases conversion rates. Every minute your team saves on manual tasks is time they can spend on strategy, creative, and growth.

Product Sorting is our way of helping Shopify merchants compete at a higher level — not by working harder, but by working smarter.

Try Product Sorting Today

Product Sorting is live now in beta for all Dynasort users. There’s no additional setup, no new billing, and no learning curve if you’re already using Dynasort for collection sorting.

Open Dynasort, navigate to the Products section, and start optimizing your product pages today.

And as you use it, we’d love to hear from you. What’s working? What could be better? What features would make this indispensable for your store?

Hit reply to this email or contact our support team. We’re building Product Sorting with you, not just for you.

Here’s to smarter merchandising and better conversions.

— Homer & the Dynasort Team

Frequently Asked Questions

Q: Is Product Sorting included in my current plan?
A: Yes! Product Sorting is available to all Dynasort users at no additional cost during the beta period.

Q: Will this work with my theme?
A: Product Sorting works with all Shopify themes. It updates the underlying product option order, which your theme then displays.

Q: Can I customize which metrics are prioritized?
A: Absolutely. You can choose which sorting factors matter most for your store and adjust them at any time.

Q: What happens if I don’t like the results?
A: You can disable Product Sorting for any product instantly. You have complete control over where and how it’s used.

Q: How often does Product Sorting update?
A: Product Sorting continuously monitors your store’s data and updates product options in real-time as inventory and performance change.

Q: Will this slow down my store?
A: No. Product Sorting runs in the background and doesn’t impact your store’s page load speed.

Q: Can I use Product Sorting on some products but not others?
A: Yes. You have complete control over which products use Product Sorting and which don’t.

Q: How do I provide feedback?
A: Simply reply to any Dynasort email, contact our support team, or use the feedback option in the app. We read everything and respond quickly.