Return Prime Blog

Exclusive guides for e-commerce return managements

Segmenting Festive Shoppers by Return Risk: A Practical Framework

Not every customer or order carries the same return risk. Here's a practical framework for routing low-risk returns to auto-approval and flagging the rest.

Forecasting Your Holiday Return Volume: A Practical Guide for Shopify Merchants

Most merchants forecast sales but not returns. Here's how to use your own historical data and known seasonal timing curves to forecast return volume too.

Corporate Gifting Returns: Shopify Merchants in Diwali 2026

A single corporate gifting order can mean hundreds of recipients and one purchaser. Here's how to route B2B holiday orders differently from consumer returns.

Advent Calendar and Subscription Box Returns During the Holidays

Advent calendars and subscription boxes break standard return conditions since they're used sequentially. Here's how to handle partial defects the right way.