Sample 30-day stuck-order audit report

30-day stuck-order audit: example output

Prepared for a fictional DTC brand using Shopify, ShipStation, receiving CSVs, returns exports, and a claims spreadsheet. Audit window: May 1-30, 2026.

Sample accountAcme Home Goods

Warehouse modelOne warehouse

Orders reviewed8,420

Sources reviewed5 exports

Exceptions found

214

Queue items that needed an owner, age, and next action.

Past cutoff

Paid orders sat beyond the promised ship-by window.

Oldest item

3d 4h

A paid Shopify order never reached ShipStation.

At-risk cost

$7.4k

Estimated refunds, reships, expedite labels, and claim leakage.

Executive summary

The sample team did not have one catastrophic system failure. It had many small misses across Shopify, ShipStation, and CSV-heavy warehouse processes. The highest-leverage fix is not a WMS migration; it is a daily owned exception queue cleared before cutoff risk compounds.

What repeated

Paid Shopify orders missing in ShipStation were discovered late, usually after a customer ticket.
Receiving exceptions existed in CSVs but were not tied to claims owners or due dates.
Return holds waited for decisions because refund/restock ownership was unclear.

What to fix first

Start every morning with one queue filtered to past-cutoff and same-day cutoff risk.
Assign one owner per exception type, not per spreadsheet tab.
Keep source evidence attached so claims and customer updates are faster.

Exception breakdown

This table is the core of the audit: a count by stuck-order type, the oldest open item, the likely cause, and the first queue rule StuckOrders would enable.

Sanitized sample exception counts from a 30-day Shopify + ShipStation audit.
Exception type	Count	Oldest	Likely source	Recommended queue rule
Awaiting shipment past cutoff	61	31h	ShipStation order status	Alert same day
Paid order missing in ShipStation	19	3d 4h	Shopify vs ShipStation mismatch	Sync gap owner
Fulfillment not synced back to Shopify	27	22h	ShipStation shipment export	Tracking repair
Return hold awaiting decision	9	2d 6h	Returns CSV	Refund/restock owner
SKU blocker halting fulfillment	34	19h	Inventory and order tags	SKU blocker queue
Short or damaged receipt	42	2d 1h	Receiving CSV	Claim evidence
Unowned vendor or carrier claim	22	2d 14h	Claims spreadsheet	Due date owner

Sample queue items

A real audit does not stop at counts. Each exception is converted into a queue item with evidence, age, owner recommendation, and the next action.

Example queue rows from the sanitized sample report.
Item	Signal	Age	Evidence	Suggested owner	Next action
ORD-10482	Awaiting shipment past cutoff	31h	Shopify paid, ShipStation awaiting label	Outbound lead	Prioritize label or customer update before noon.
ORD-1183	Paid order missing in ShipStation	3d 4h	Shopify order exists, no ShipStation match	Ops manager	Check channel mapping and re-push order.
RTN-552	Return hold undecided	2d 6h	Returns CSV row, no refund/restock field	Customer ops	Choose refund, restock, or escalate damaged item.
PO-2231	Damaged receipt	12h	Receiving CSV shows 3 units damaged	Receiving lead	Attach photos and open vendor claim.
SKU-4471	SKU blocker	19h	Order tag plus negative available quantity	Inventory owner	Resolve oversell or split shipment.

Recommended 30-day pilot scope

Based on this sample audit, the first live pilot should be intentionally narrow: do not replace the warehouse stack, just catch the repeat exception patterns and prove response time improves.

Week 1

Connect read-only

Shopify, ShipStation, Slack digest, and one receiving or returns CSV mapping. No write access to stores.

Weeks 2-3

Clear the morning queue

Track open count, oldest exception, past-cutoff items, and how many queue rows receive owners by 9am.

Week 4

Review ROI

Compare audit baseline to pilot behavior: fewer stale items, faster owner assignment, and clearer claim evidence.

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