
Careful Sort
Automatically sort your Shopify collections by sales, inventory, margins, and 30+ signals
About Careful Sort
Careful Sort keeps your Shopify collections optimized without manual work. Create weighted sorting recipes that combine real performance data — revenue, conversion rates, inventory velocity, margins, and more — then let the app sort your collections on a schedule.
Preview any sort before applying it, roll back with one click, and set up seasonal rules so your merchandising adapts automatically to promotions, holidays, and changing inventory.
How It Works
Pick Collections
Select which collections to automate
Create a Recipe
Combine signals with custom weights
Preview & Apply
Compare recipes before committing
Auto-Sort
Collections stay optimized on schedule
Product Screenshots

Dashboard with collection stats, sort activity, and storefront analytics

Recipe builder with weighted signal configuration

Collection view with per-product score breakdowns

What-If comparison showing side-by-side recipe results

Expandable per-product metrics across all signals
Key Features
Weighted Multi-Signal Recipes
Combine 30+ signals — sales, revenue, inventory, margins, conversion rates, product age — into sorting recipes with configurable weights and time windows.
What-If Comparison
Preview exactly how two different recipes would sort a collection before applying. See per-product score breakdowns showing how each signal contributed.
Schedule Rules
Activate different sorting recipes during date ranges, specific days, or in response to events. Perfect for seasonal merchandising and promotions.
One-Click Rollback
Every sort is logged with full history. Instantly restore any previous product order if the results aren't what you expected.
New Product Boost
Automatically promote new arrivals with a configurable decay curve. Sort by sell-through rate to surface products that are actually moving.
9 Languages
Complete UI and help documentation in English, Spanish, French, Portuguese, Chinese, German, Japanese, Italian, and Turkish.
Pricing
Free
$0/mo
2 collections
All sorting signals
Starter
$25/mo
25 collections
7-day free trial
Pro
$100/mo
100 collections
7-day free trial
Business
$200/mo
200 collections
7-day free trial
All tiers include all sorting signals. Paid tiers include a 7-day free trial.
Requirements
- Shopify store on any plan
- Collections using manual sort order (the app sets this automatically)
- Storefront analytics (product views, add-to-cart tracking) require enabling the app's web pixel in Shopify settings
Available Soon on the Shopify App Store
Careful Sort is currently in private beta and will be available on the Shopify App Store soon.