New

A/B Testing is live on Advanced & Enterprise plans.

Shopify Collection Sorting App
5.0 · 180K+ collections optimized

The right product in position #1. Every hour.

Shopify shows your all-time best sellers first. SortLab reads what's selling right now: stock levels, margins, current velocity, and trends. It re-sorts every collection automatically, up to every hour.

14-day trial
2-min setup
No code
Cancel anytime
admin.shopify.com/apps/sortlab
Live

Le Petite Marie · Joyas

Unsorted collection

+24% revenue
1
Bubble Bracelet

Bubble Bracelet

€19€890
2
Hoop Earrings

Hoop Earrings

€22€1,200
3
Double Bangle

Double Bangle

€31€1,560
4
Taylor Bracelet

Taylor Bracelet

€25€2,100
5
Initial Necklace

Initial Necklace

€23€3,240
6
Star Earrings

Star Earrings

€28€4,820
6 products · Le Petite MarieAwaiting optimization
5.0 on Shopify App Store
No code required
14-day free trial
0+
Collections Optimized
0%
Avg. Revenue Lift
0 min
Avg. Setup Time
0
App Store Rating

What your AI merchandiser does every hour

Working silently in the background so you never have to think about collection order again.

01

Reads live signals

Checks current sales velocity, conversion rate, stock levels, and margin data across every SKU — using what's happening right now, not last year.

02

Scores every product

Assigns a revenue-potential score to each item based on your strategy — Revenue Maximizer, New Arrivals, Clearance, or your own custom rules.

03

Applies your rules

Respects every pinned position, tag-based boost, out-of-stock demotion, and collection-level exception you've set — without you lifting a finger.

04

Updates your collections

Pushes the new product order to Shopify silently via API. No downtime, no theme changes, zero impact on storefront speed.

Runs up to every hour on paid plans · First sort completes within minutes of install

Real stores. Real results.

Here's what happens when your collections stop sorting themselves and start sorting for revenue.

Le Petite Marie lifestyle
Le Petite Marie earrings
Le Petite Marie necklace
Le Petite Marie
Le Petite Marie

Jewelry · Spain · 180K followers

How Le Petite Marie grew collection revenue by +31% in the first month

“Before SortLab, our best-selling initial necklaces were buried on page 2 of our necklaces collection. After enabling Revenue Maximizer, they moved to position #1–3 automatically. We saw the difference in revenue within the first week.”

Laura M., Head of eCommerce, Le Petite Marie

+31%
collection revenue
2,000+
SKUs managed
< 2 min
setup time
Read their story →

Every tool to maximize collection revenue

Stock. Margin. Velocity. Trends. SortLab weighs every live signal so your collections always reflect what's selling right now, not what sold last quarter.

Sorts by now. Not by history.

Reads stock levels, margins, current velocity, and seasonal trends. Not just all-time best sellers. Sold-out items sink. High-margin trending products rise. Re-runs every hour, automatically.

Weighs live signals: sold-out items drop, in-stock winners surface

Test. Measure. Deploy.

Run A/B tests between sorting strategies. See which drives more revenue. Deploy the winner with one click.

95% confidence threshold before declaring a winner

Track every optimization

See per-collection revenue trends. Understand exactly which positions drive sales and prove ROI at a glance.

Revenue attributed to SortLab, 30/60/90-day comparisons

One collection. Multiple rules.

Split any collection into segments (in-stock, clearance, new arrivals) and apply a different sorting strategy to each.

Segment by tag, inventory, price range, or product type

Full control. Zero effort.

Pin products to fixed positions, push out-of-stock to the bottom, auto-sort on your schedule. You set the rules; SortLab executes them.

Pin any product to any position, permanently or conditionally

Different markets. Different order.

Shopify Markets ready. Each country gets its own optimized sort based on local buying behaviour.

Per-market strategies with automatic regional data segmentation

Start your free trial. Grow on your terms.

14-day free trial on every plan. No credit card required.

Growing stores

Starter
$19/month

14-day free trial, no credit card

For merchants who want smart sorting without complexity.

Start 14-Day Free Trial
7 one-click AI strategies, ready to go
40+ signals: revenue, margin, CTR & more
Sold-out products pushed to bottom
Boost new arrivals automatically
Pin hero products to fixed positions
Up to 5 collections, sorted daily
Behavioral pixel + 30-day analytics
Most Popular

Scaling fast

Advanced
$69/month

14-day free trial, no credit card

For growing merchants who need more power and A/B testing.

Start 14-Day Free Trial
All in Starter, plus:
20 collections, up to 4× sorts per day
A/B testing — auto-apply the winner
Sort by review score (Loox, Yotpo & more)
Tag rules — boost or bury by product tag
Behavioral pixel + 60-day analytics

High-volume

Enterprise
$199/month

14-day free trial, no credit card

For high-volume stores that need maximum control.

Start 14-Day Free Trial
All in Advanced, plus:
Hourly sorting, up to 200 collections
100,000 products per collection
Custom weighted sorting rules
Behavioral pixel + 90-day analytics
Priority support

The average Advanced merchant recovers their $69/month in the first 48 hours. Everything after that is profit.

All plans include a 14-day free trial. Cancel anytime, no questions asked. Always a flat fee. No order-based pricing surprises.

Frequently asked questions

Still have questions? Email us and we're happy to help.

SortLab connects to your Shopify store via the official API and reads live signals every hour: current stock levels, margins, sales velocity, and seasonal trends. Unlike Shopify's default sort (which uses all-time history), SortLab reflects what's actually selling right now. Sold-out items automatically drop; high-margin trending products rise. No code, no manual work.
No. SortLab only changes the order products appear in your collections via the Shopify API. It doesn't inject any JavaScript, modify your theme, or touch your storefront in any way. Your store's page speed and performance are completely unaffected.
Yes! Every plan includes a 14-day free trial with no credit card required. You get full access to all features so you can see the revenue impact before committing.
Absolutely not. SortLab is a fully no-code app. You install it from the Shopify App Store, click through the setup, and it handles everything else automatically. No theme modifications, no scripts, nothing.
SortLab uses your Shopify order history (revenue, units sold), product metadata (tags, type, vendor, price, inventory), and storefront analytics. No customer PII is ever accessed or stored. SortLab is GDPR-compliant and stores only aggregated performance data.
It depends on your plan: Starter sorts daily, Advanced sorts 4× per day, and Enterprise sorts every hour. You can also trigger a manual sort at any time on all plans.
Yes. You can pause any collection at any time, and you can manually sort to restore any order you like. You're always in control; SortLab just automates the optimization.
Yes. SortLab works at the collection level via the Shopify API and is completely theme-agnostic. It doesn't matter whether you use Dawn, a custom theme, or any third-party theme builder.
Yes. On all paid plans you can pin products to fixed positions or exclude products from automated sorting. Tag-based push rules — always push up or push down products with a specific tag — are available on Advanced and Enterprise.
Your collections revert to their previous Shopify sort order. No data is lost.

Shopify stores are already growing with SortLab. Yours could be next.

Join Shopify stores already using SortLab to grow their collection revenue automatically.

Cancel anytime
Works with every Shopify theme