HyperionLab
ProductsSortLab
Live on Shopify App Store

AI collection sorting that puts
your best products first.

Your store has sales data. SortLab reads it and automatically ranks your collections by what actually converts, not by date added, not alphabetically. Merchants see an average of +23% revenue within 30 days.

Install free on ShopifyRead the research
Works with Shopify
4.9 ★
App Store rating
2,400+
Active merchants
$8.4M+
Revenue attributed
+23%
Avg revenue lift
How it works

From install to revenue lift
in under an hour.

01

Install in 60 seconds

One click from the Shopify App Store. No code, no theme edits, no developer needed. SortLab connects directly to your store data.

02

Select your collections

Choose which collections SortLab should optimize, from a single hero collection to all 40+. Each collection gets its own sorting strategy.

03

Let the AI take over

SortLab reads your sales velocity, conversion rates, and inventory data. It re-ranks your collections automatically. You check the analytics, watch the revenue rise.

Features

Every lever your store
needs to grow.

SortLab isn't just sorting. It's a full merchandising intelligence layer for your Shopify store.

Multi-Signal AI Scoring

Combines revenue velocity, conversion rate, inventory health, product recency, and margin data into a single score, updated continuously as your store data changes.

Always-On Autopilot

Set your sorting strategy once. SortLab re-ranks every collection on a schedule you control. No manual work, no spreadsheets, no guesswork.

Per-Position Analytics

See exactly how much revenue each product position is generating. Identify underperformers hiding in your top slots before they cost you more.

Inventory Clearance Mode

Automatically surfaces slow-moving stock before it becomes a problem. Move aging inventory without heavy discounting by improving its visibility.

New Product Boost

New arrivals get a temporary visibility window to gather data. Once they've proven themselves, they earn their position on merit, not on when you uploaded them.

Sort Strategy A/B Testing

Test different sorting strategies across collections and see which drives more revenue. Built-in experimentation without the guesswork of doing it manually.

Merchant stories

Real stores, real revenue.

What merchants report after their first 30 days with SortLab.

+$4,200/mo

Within three weeks of installing SortLab, our Women's Clothing collection revenue went up $4,200 per month. I set it, forgot about it, and checked my Shopify stats one morning and was floored.

Sarah K.
Owner, Velvet Supply Co.
+62% CVR

I was spending 3+ hours a week re-ordering products manually. SortLab does it in seconds, smarter, on autopilot. Our homepage collection conversion went from 2.1% to 3.4% in the first month.

Marcus T.
Founder, The Minimal Home
40 collections

We run 40+ collections. Before this we basically left them all on default Shopify sort. Every single one is now optimized for revenue. The analytics showing revenue per position is something I check every day.

Priya M.
E-commerce Director, Nordic Goods
Read all 200+ verified reviews on Shopify
Pricing

Start for free.
Scale when it pays for itself.

Every plan includes a free trial. You'll see the revenue lift before you ever pay a cent.

Free
$0
Forever free, no credit card
1 optimized collection
Daily AI re-sorting
Basic conversion analytics
Shopify App Store install
Start for free
Most popular
Pro
$29/mo
14-day free trial included
Unlimited collections
Hourly AI re-sorting
Full per-position analytics
Inventory clearance mode
New product boost
Sort strategy A/B testing
Priority support
Start 14-day trial
FAQ

Questions about SortLab

Is SortLab really free?

SortLab is free to install and includes a generous free tier. You can optimize your most important collection at no cost, forever. Paid plans unlock unlimited collections and advanced analytics.

Will it work with my Shopify theme?

Yes. SortLab works at the data layer: it changes the order of products in your collections via Shopify's API. Your theme displays them in whatever order they're in. No theme customization needed.

How often does it re-sort my collections?

By default, SortLab re-sorts your collections every 24 hours. On paid plans you can run it as frequently as every hour during high-traffic periods.

What if I want manual control over some positions?

SortLab supports pinning. You can pin any product to any position and the AI sorts everything else around it. Useful for featured items, launches, or seasonal promotions.

Does it work for stores with fewer than 50 products?

Absolutely. Even small catalogs benefit from putting your best-converting products first. The AI adapts to whatever data you have and gets smarter as your store grows.

Your collections are sorted wrong.
Fix it in 60 seconds.

SortLab is free to install. No commitment, no credit card. You'll see real data within 24 hours.

Also check out SplitLab
A/B test your product images and variants. Coming soon.
Learn more