New

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

Shopify Collection Sorting App
Shopify-native · scheduled collection sorting

The right product in position #1. On schedule.

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 managed collections automatically on the active plan's schedule.

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
Shopify-native merchandising
No code required
14-day free trial
0
Live Data Signals
0
Built-in Strategies
0 hr
Auto-sort Cadence
0 min
No-code Setup

What your AI merchandiser does on schedule

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 and no theme code changes.

Runs daily, 4x daily, or hourly by plan · First sort completes within minutes of install

A production pattern for large catalogs.

SortLab keeps priority products surfaced without asking the team to drag items by hand every week.

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

Jewelry · Spain · 180K followers

How a large jewelry catalog keeps priority products surfaced

“Before SortLab, priority necklaces could be buried behind new arrivals. Revenue Maximizer keeps the right products near the top automatically.”

Laura M., Head of eCommerce, Le Petite Marie

12
live signals
Scheduled
auto-sort
< 2 min
setup time
Explore the workflow →

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 automatically on your plan's schedule.

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 trial on eligible first-time stores. Billing is approved through Shopify.

Growing stores

Starter
$19/month

14-day trial on eligible first-time stores

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 trial on eligible first-time stores

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

Start 14-Day Free Trial
All in Starter, plus:
25 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 trial on eligible first-time stores

For high-volume stores that need maximum control.

Start 14-Day Free Trial
All in Advanced, plus:
Hourly sorting, up to 200 collections
10,000 products per collection
Custom weighted sorting rules
Behavioral pixel + 90-day analytics
Priority support

Start with one high-impact collection, then expand coverage as more collections need automated merchandising.

Eligible first-time stores receive a 14-day trial. Cancel anytime from Shopify. 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 on the active plan's schedule: current stock levels, margins, sales velocity, and seasonal trends. Unlike Shopify's default sort, SortLab reflects what's selling recently. Sold-out items automatically drop; high-margin trending products rise. No code, no manual work.
SortLab changes collection order through Shopify APIs and does not modify your theme or add theme scripts. It uses Shopify's Web Pixels API for analytics signals.
Yes. Eligible first-time stores receive a 14-day trial on the selected paid plan before Shopify Billing starts charging.
Absolutely not. SortLab is a fully no-code app. You connect your Shopify store through the official OAuth flow, click through setup, and it handles sorting without theme code changes.
SortLab uses Shopify order line-item metrics, product metadata, and storefront analytics to calculate sorting signals. It does not ingest customer names, emails, payment details, or addresses for sorting, and compliance webhooks are handled separately from sorting data.
It depends on your plan: Starter sorts daily, Advanced sorts 4× per day, and Enterprise can sort hourly. 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.

Let SortLab handle collection sorting. Your team stays in control.

Connect your store, choose the collections to manage, and keep manual overrides available when merchandising needs a human call.

Cancel anytime
Works with every Shopify theme