Everything your AI merchandiser does for you
SortLab reads 12 live signals (velocity, stock, seasonality, trends) to keep every collection optimized for right now, not last month.
Reads the room. Every hour.
Contextual AI Sorting
SortLab doesn't just rank your best sellers. It reads 12 live signals: sales velocity, stock levels, margin, seasonal trends, and trending momentum. It weighs them together to surface whatever's the right sell right now. That necklace trending on Mother's Day? Already in position #1.
- Sales velocity + inventory + 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
- No configuration needed for smart defaults
The right goal for every collection
7 Sorting Strategies
Different collections have different objectives. SortLab ships with 7 preset strategies covering every common merchandising goal, plus a fully custom mode where you define exactly how each sort dimension is weighted.
- Revenue Maximizer: surface your highest-revenue products
- New Arrivals Boost: keep fresh inventory prominent
- Inventory Clearance: move excess stock intelligently
- Best Sellers: feature your most-purchased products
- Customer Favorites: highlight top-rated items
- Trending Now: promote products gaining momentum
- Balanced Smart Sort: AI-optimized blend of all signals
Set it and forget it
Automatic Re-Sorting on Schedule
Sales trends change daily. With SortLab's scheduling, your collections are always based on the most recent data, without you lifting a finger. Choose from manual, daily, 2x/day, 4x/day, or hourly re-sorting.
- Hourly sorting available on Pro & Plus plans
- Runs silently in the background with no store downtime
- Respects pinned products and custom rules
- View last-sorted timestamp and next scheduled run
Stop guessing. Start measuring.
A/B Testing
SortLab's built-in A/B testing lets you run scientific experiments between two sorting strategies on the same collection. After a statistically significant test period, SortLab shows you exactly which strategy drives more revenue, along with confidence percentages.
- Run unlimited concurrent tests on Pro & Plus
- 95% confidence threshold before declaring a winner
- View revenue, click rate, and conversion per variant
- One-click deploy to deploy the winning strategy
Know exactly what SortLab earns you
Revenue Analytics
Every optimization SortLab makes is tracked. See per-collection revenue trends, identify which strategies work best for your catalog, and prove ROI at a glance with the built-in analytics dashboard.
- Revenue attributed directly to SortLab optimizations
- Collection-level and store-level views
- 30, 60, 90-day trend comparisons
- Export data for your own reporting (Plus plan)
Sort smarter with laser-focused rules
Advanced Product Filtering & Segments
Not every product in a collection should be sorted the same way. SortLab's segment system lets you split a collection into logical groups, each with its own sorting rule, for fine-grained merchandising control.
- Filter by product type, vendor, tags, price, inventory level
- Create up to 10 segments per collection (Pro/Plus)
- Different sort strategies for in-stock vs. clearance
- Combine filters with AND/OR logic
Keep full manual control when needed
Product Pinning & Custom Rules
Sometimes you need specific products in specific spots. SortLab's pinning and rules system gives you that control without losing the benefits of AI optimization for the rest of the collection.
- Pin products to absolute positions (e.g., always #1)
- Push out-of-stock products to the end automatically
- Tag-based push up / push down rules
- Hide products with no images from automated sorting
Works with any Shopify store
Theme-Agnostic, Zero Code
SortLab communicates exclusively through Shopify's Collection API. It changes product position data and nothing else. No scripts, no theme modifications, no risk of breaking anything.
- Compatible with all Shopify themes (Dawn, Debut, custom)
- Works alongside PageFly, Shogun, and other page builders
- Zero impact on store load time or performance
- Shopify's native CDN handles display; SortLab handles order
The right product in position #1 is worth thousands. SortLab puts it there.
Join 500+ Shopify merchants whose stores think for themselves. Install SortLab and never manually sort a collection again.