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Showing live refund data ingested via Shopify webhooks.
Last updated Feb 24, 10:32 PM
ReTurnKey Brain
Monitoring your returns to protect margin and customer experience.
Sample size: 6 orders
Top insights
Prioritize exchange offers to recover roughly $1,054.77.
Return rate trend (Last 90 days)
Critical+20 returns vs prior 7 daysTop problem SKUs (Last 90 days)
No SKUs above the threshold yet. Adjust the threshold or wait for more data.
Performance snapshot
Orders detected (Last 90 days)
6
Total sales (this period)
$0.00
Orders with returns
6
Items sold (this period)
0
Items returned (this period)
23
Overall item return rate
0.0%
Fraud signals
WarningReview recommendedSignals based on refund volume and reason patterns to prioritize review.
High-frequency orders
3
Orders with 3+ refunds
…49457614, …50801102, …30398926
Rapid velocity refunds
23
Refunds within 7 days
High-value refunds
0
Refunds above $100
Unknown refund reasons
0
Missing reason codes
Estimated dollars lost
$1,054.77
From inferred return value in this last 90 days window.
Top problem SKUs (by return value)
Showing 0 of 0 SKUs
| SKU | Product | Units sold | Units returned | Return rate | Return value |
|---|---|---|---|---|---|
No problem SKUs detected in this window yet. | |||||
Insights
Summary
Overall return health: 23 items returned this period.
If you cut return dollars by 20% across this window, you could keep roughly $210.95 in margin.
Recommended next move
Cut return dollars by tightening the top offenders
You refunded about $1054.77 in this window. Prioritize the top-returned SKUs, add sizing/fit guidance on their PDPs, and flag repeat returners for manual review. Focus first on Black High-Waist Leggings – L (LEGGING-BLK-L) since it represents about $159.96 of this window.