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Shopify return request triage
A lane-based return triage flow that cuts handling time while preserving defect visibility.
Shopify Return Triage Map
Returns get expensive when every ticket is treated as a custom case. Use lane-based triage so agents make consistent decisions fast.
What you should have by end of shift
- a clear decision lane on each incoming return,
- fewer back-and-forth replies,
- cleaner reason-code data for weekly ops review.
Triage lanes (copy this)
Lane A — Auto-approve
Use when item is low cost, reason is expected, and policy window is valid.
Lane B — Review-needed
Use when value is high, reason is unclear, or order history is mixed.
Lane C — Escalate
Use when fraud indicators, policy edge cases, or repeated abuse appear.
Agent checklist by ticket
- [ ] Capture order number, SKU, return reason, and delivery status.
- [ ] Assign lane A/B/C in the first response.
- [ ] Apply the lane-specific response template.
- [ ] Tag with reason code + outcome (
refund,exchange,declined). - [ ] Send one daily summary to ops: top 3 reasons and repeat offenders.
Micro example
A customer selects “arrived damaged” with photo proof and first-time order:
- lane: A (Auto-approve)
- action: refund + optional replacement offer
- logged reason:
damage_in_transit
Next step
Pair this with Shopify support ticket intent router so requests are pre-labeled before an agent opens them.
Related links
Source notes (kept for context)
Shopify return request triage
A return request should not become a long manual chain.
Triage lanes
- auto-safe
- review-needed
- escalate
Minimum fields
- order number
- product
- reason
- delivery status
- refund or exchange request
Why this matters
Good triage reduces:
- handling time
- repeat replies
- refund confusion
- hidden defect patterns