New

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

SortLab

Features

Everything your collections need to perform

SortLab reads live signals every hour — velocity, stock, seasonality, trends — and keeps every collection sorted for right now, not last month.

AI Sorting7 StrategiesA/B TestingAnalyticsPinning & Control
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Core Engine

Contextual AI sorting. Every hour.

SortLab doesn't rank best sellers by all-time sales. It reads what's actually happening right now: stock levels, margin, current velocity, and seasonal trends. The product that should be #1 today might be different from last month — SortLab knows the difference.

+18%
Avg. revenue lift
Hourly
Re-sort frequency
7
Sorting strategies
  • Sales velocity, inventory, margin, and seasonality — combined
  • Knows Mother's Day, Black Friday, and your store's own patterns
  • Works for stores of any size, from 10 to 100,000 products
  • Sold-out items automatically sink to the bottom
SortLab
AI-ranked productsRevenue Maximizer
Summer Dress
$4,820↑ Best
Linen Blazer
$3,240↑ Top
Midi Skirt
$2,980↑ Good
Crop Top
$1,520→
Wide Pants
$890↓

Sorting Strategies

The right goal for every collection

Different collections have different objectives. Pick a preset strategy or mix signals with a fully custom mode.

Most popular

Revenue Maximizer

Surface your highest-revenue products right now

New Arrivals Boost

Keep fresh inventory prominent and visible

Inventory Clearance

Move excess stock intelligently before it ages

Best Sellers

Feature your most-purchased products by volume

Customer Favorites

Highlight top-rated and most-reviewed items

Trending Now

Promote products gaining momentum this week

Balanced Smart Sort

AI-optimized blend of all signals at once

Custom Mode

Define exactly how each signal is weighted. Full control for advanced merchandisers.

Advanced plan

Optimization

Set it, test it, improve it

A/B Testing

Run scientific experiments between two sorting strategies on the same collection. SortLab shows you which drives more revenue before you commit.

  • 95% confidence threshold before declaring a winner
  • Revenue, click rate, and conversion per variant
  • One-click deploy of the winning strategy
  • Unlimited concurrent tests on Advanced plan
SortLab
A/B Test: Summer Collection
14 days · 95% confidence · $12,840 total
Control
Best Sellers
$5,200
2.8% conv.
Variant A 🏆 Winner
Revenue Maximizer
$7,640
3.6% conv.
Deploy winner +$2,440/month

Automatic Scheduling

Sales trends change daily. Configure how often SortLab re-sorts and it runs silently in the background — no manual effort ever.

  • 5 frequency options: manual to hourly
  • Hourly re-sorting on Enterprise
  • Runs with zero store downtime
  • View last-sorted and next scheduled run
SortLab
Auto-sort frequency
Manual
Trigger yourself
Daily
Every 24 hours
2× daily
Every 12 hours
4× daily
Every 6 hours
Hourly
Every 1 hour
Pro

Revenue Analytics

Know exactly what SortLab earns you

Every optimization is tracked. See per-collection revenue trends, identify which strategies work best for your catalog, and prove ROI at a glance.

  • Revenue attributed directly to SortLab optimizations
  • Collection-level and store-level views
  • 30, 60, 90-day trend comparisons
  • Export data for your own reporting (Enterprise plan)
See which plans include analytics
SortLab
Revenue via SortLab · 30 days
$8,420
+24%
Click rate
4.8%
↑ 1.2%
Conversion
3.6%
↑ 0.8%
Avg. pos.
2.1
↓ 3.4

Fine-Grained Control

AI optimization with full manual override

Automation handles 95% of the work. When you need specific control, these tools give it to you instantly.

Product Pinning

Keep specific products in specific positions. Pin a new launch to #1 while SortLab optimizes everything else around it.

  • Pin to absolute positions
  • Push out-of-stock to the end
  • Tag-based push up / push down rules
Collection order: Women's
1New Launch 🚀Pinned
2Summer DressAI sorted
3Linen BlazerAI sorted
∞Out of stock itemPushed down

Product Segments

Split a collection into logical groups — in-stock, clearance, new arrivals — each with its own sorting strategy.

  • Filter by tag, type, price, inventory
  • Up to 10 segments per collection
  • AND / OR filter logic
Segments: Summer Collection
In-stock productsRevenue Maximizer
Filter: Inventory > 0
Clearance itemsInventory Clear.
Filter: Tag: clearance
New arrivalsNew Arrivals
Filter: Age < 14 days
AND / OR logic supported

Zero-Code, Any Theme

SortLab uses the Shopify Collections API exclusively. No scripts, no theme edits, zero performance impact.

  • Works with all Shopify themes
  • 0ms performance impact
  • PageFly and Shogun compatible
Dawn
Prestige
Impulse
Turbo
Debut
Focal
Performance impact
0ms
No scripts injected

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

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

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Works with every Shopify theme
Find it on the Shopify App Store