ReturnDrift Join the launch list

Find the returns that went wrong

Catch refund, restock, label, and exchange exceptions before they leak cash.

ReturnDrift sits above your existing returns workflow and watches for expensive drift: refunds without receipt, delivered returns not restocked, labels stuck in transit, exchange mismatches, and return fees that do not reconcile.

  • Catch premature refunds
  • Recover missing restocks
  • Resolve stalled labels and exchanges
Join the private launch Explore the product

For Shopify operations teams handling returns across carriers, 3PLs, and apps

Built from merchant complaints The concept targets recurring failure points reported in low-rated Shopify app reviews.
Useful before automation The private launch starts with a focused audit so you can judge the outcome before trusting the workflow.
Founding users shape the product Early merchants influence integrations, priorities, and founding-user pricing.

Why this matters

Return platforms process the workflow. Merchants still need to know which returns went wrong.

From workflow to exception control

See the return that did not close cleanly.

ReturnDrift watches the handoffs between carrier, warehouse, refund, restock, and exchange so expensive exceptions do not disappear inside the normal queue.

Illustration of a merchant checking a delivery and return address
Concept illustration — product currently in private validation.
  1. 1

    A refund can be issued before the item is received, inspected, or restocked.

  2. 2

    Carrier labels and exchange flows can fail quietly while support teams handle angry customers manually.

  3. 3

    Inventory, store credit, refund fees, and exchange orders often stop matching after the return is created.

What the product does

Keep your existing returns workflow. Add the exception layer it is missing.

01

Exception Inbox

See open returns that need action: no carrier movement, delivered but not restocked, refunded too early, or exchange not released.

02

Refund and Restock Checks

Compare Shopify events, return state, inventory movement, and refund amount so each return closes cleanly.

03

Read-Only Daily Digest

Start with a low-risk audit layer that emails the operations team before any app is allowed to change orders.

Private launch

Founding cohort

Join early if this problem is already costing your store time or money.

The first version will be shaped with a small group of merchants who can tell us what they actually check, where the current tools break, and what they would pay to make the issue go away.

Private launch focus A 14-day audit of costly returns exceptions
  • Get a 14-day returns exception audit during the private launch window.
  • Help us prioritize integrations with the returns, carrier, and 3PL tools you already use.
  • Reserve founding pricing before the product is priced by monthly return volume.
Free to join Early-access updates only

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