Support ops, AI agents, and Shopify playbooks

Returns & refunds for Shopify brands

Refunds, exchanges, damaged items, store credit and the policies that keep returns from becoming chaos.

18 guides · page 1 of 2

AI for Shopify Returns and Refunds: Rules and Limits
Set up AI for Shopify returns and refund tickets: write your rules, set permissions and approval limits, and know which cases a human should always handle.
Latest
Read More
How to Write an Ecommerce Refund Policy That Reduces Disputes
A refund policy that's too strict generates chargebacks. One that's too loose drains margin. Here's how to write one that does neither.
Read More
Ecommerce Returns Management: Turning a Cost Center into Retention
How Shopify brands handle returns defines their repeat purchase rate. A great returns experience costs less and retains more than brands expect.
Read More
Shopify Keep-the-Item Refunds
Sometimes the return freight is dumber than the SKU. Write the keep threshold so the agent can do it.
Read More
Loop Returns + AI Support on Shopify
Loop takes the portal. The agent should not start a parallel email return that double-refunds.
Read More
Shopify Hygiene and Unopened Return Rules
Cosmetics, underwear, earrings. The agent must not apply a t-shirt return script.
Read More
Shopify Price Adjustment Tickets
They bought Monday, it went on sale Thursday. Your price-adjustment window is a marketing decision. Write it.
Read More
Shopify Warranty Support
Warranty is not a return. Different clock, different remedy, different photos.
Read More
Shopify Return Window: Delivery Date vs Order Date
Most brands mean delivery. Most pages say '30 days' with no noun. That ambiguity is a ticket factory.
Read More
Shopify Final Sale Support Tickets
Final sale only works if the badge was on the product, the cart, and the policy. The agent should check all three.
Read More
Shopify Partial Refund Requests
They want $10 off because a strap arrived scuffed. Decide if the agent can price that.
Read More
Store Credit vs Refund on Shopify
Credit is better for cash. Refund is better for trust. Write when the agent may offer each.
Read More