Shopify Rollouts Discounts: How to Test a BFCM Offer First
Shopify rollouts discounts let you test a BFCM offer on part of your traffic before launch. Plan rules, seven traps, and setup steps from Shopify’s docs.

Shopify rollouts discounts let you test a BFCM offer on part of your traffic before launch. Plan rules, seven traps, and setup steps from Shopify’s docs.

The Shopify session measurement update of September 21, 2026 changed sessions and conversion rate, not sales. See why, and how to reset your baseline.

Shopify Google AI Mode checkout is on by default for eligible US stores. See what stops working inside it, who should keep it, and the 5 steps to turn it off.

Shopify Meta direct checkout is on by default for eligible stores. Here are the 5 questions to answer first, and the exact 5-click path to switch it off.

ChatGPT Ads Shopify app, explained for small stores: no public benchmarks, $3 to $5 suggested clicks, and the break-even math to run before your first $500.

How to set up an AI subscription cancellation flow on Shopify: sourced save-rate data, real vendor pricing, and today’s FTC click-to-cancel rules.

AI dynamic pricing for Shopify small brands, tested against real vendor pricing and margin data: a break-even table showing when it pays off and when to skip it.

How to set up Klaviyo AI segmentation for abandoned cart recovery: predicted CLV, churn risk, and expected next order date, mapped to the right flow branch.

Stockouts cost retailers $1.77 trillion globally every year. Here’s how AI inventory forecasting actually works for Shopify stores, and how to set it up right.

Cart abandonment is costing your Shopify store more than you think. Here’s how AI tools like Rebuy and Klaviyo recover lost revenue — with real DTC numbers.