Customer says
“The mattress arrived this morning and the corner is torn — I think the carrier dropped it.”
Mattress · large furniture · LTL freight
Break-in trial windows that actually work. LTL freight damage with the bill-of-lading flow built in.
Mattress and furniture returns are different from anything else on Shopify. A 100-day trial window, an LTL freight shipping reality, and an assembly-vs-defect triage on every claim. Eturns gets all three right.
Break-in trial floorLTL freight + BoLAssembly vs defect triageStain warrantyOff-gassing window
Free plan included · 5-minute install · no credit card
The problem
Why generic returns apps fail at large goods
A mattress arrives, the customer assembles it, sleeps on it for 5 days, and asks to return it because it's 'too firm.' Generic apps trigger a return label workflow — for an LTL freight item that costs $200+ to reverse-ship. Eturns honors your trial-period floor (typically 30-100 days), distinguishes assembly errors (we send instructions) from real defects (warranty), handles LTL freight with the bill-of-lading photo flow, and only opens an actual return when the trial period and the merchant's policy genuinely allow it.
How a real claim flows
One conversation, three roles played: customer, AI, your team.
AI handles
Recognizes freight damage. Requests photos of the bill of lading, outer carton, and the torn corner. Opens a carrier_claim escalation tagged 'freight_damage_with_bol' with all 3 photos pre-attached. Tells the customer a replacement is shipping in 3-5 business days.
Outcome
Carrier claim has the evidence on day one. Customer gets a replacement on the standard freight schedule. Merchant recovers the cost from the carrier instead of eating it.
100 daysdefault trial period configurable per merchant — AI honors it transparently
What the AI knows
6 defect categories tuned for mattress.
Each category controls which photo the AI requests, which department the case routes to, and which SLA the customer hears. Turn any of them off in your merchant dashboard.
Trial period firmness / comfort
trial_floor_too_firm_too_softCustomer wants to return inside the trial window because of firmness. AI checks the merchant's trial-period rules (typically 30-100 days, sometimes minimum-use clauses), processes if within trial.
LTL freight damage
freight_damage_with_bolCustomer photographs damage on receipt. AI requests the bill-of-lading photo + outer carton + inner damage photos, opens carrier_claim escalation with the documentation pre-attached.
Assembly error (not a defect)
assembly_issueCustomer reports a problem that's actually an assembly issue (frame upside-down, leg in wrong slot, foundation not fully seated). AI sends the assembly instructions and offers a video call before opening a return.
Real manufacturing defect
manufacturing_defectSagging on day 1, broken coils, torn cover seam, ripped fabric. AI requests close-up + tag photo and routes to warranty for repair-or-replace decision.
Stain warranty (10-year claims)
stain_warrantyLong-tail stain warranty claims. AI checks warranty validity from order date and routes to warranty with the stain photo.
Off-gassing complaint inside window
off_gassingNew foam mattress smell within first 14 days. AI explains normal off-gassing window, offers exchange after the merchant-configured period if smell persists.
Where it routes
Specialist destinations, not a generic CS queue.
Eturns ships with 14 routing destinations beyond CS. The mattress disclosure profile uses these:
| Department | Triggered when | SLA the customer hears |
|---|---|---|
carrier_claim | LTL freight damage with bill-of-lading evidence | Claim filed within 24h with the customer's photos + BoL pre-attached |
warranty | Real manufacturing defect, stain warranty, broken coil | Repair or replace authorization within 2 business days |
fulfillment | Trial-period return that's actually allowed | Return pickup scheduled within 5 business days |
Disclosure profile
Standard with trial-period overlay
Standard disclosure profile applies, with the trial-period overlay: AI is honest about the trial window + minimum-use clause + restocking fee from message one. Customers in the trial window get a streamlined return flow with the merchant's actual policy, not a one-size-fits-all returns label.
Who this is for
If your store sells any of these, the mattress profile fits you.
- Direct-to-consumer mattress brands
- Furniture DTC (sofa, bed frame, dining)
- Large-goods retailers shipping LTL freight
- Bedding + sheet brands (different vertical, simpler returns)
Questions mattress merchants actually ask
Frequently asked.
Does the AI ever try to triage assembly issues?
It checks first. Most 'broken' frames are upside-down or missing-step assembly issues. AI sends the matching instructions, offers a video call, and opens a return only if assembly was correct.
How does the bill-of-lading flow work for LTL?
AI asks for the BoL photo (the carrier's pickup-and-delivery slip) along with damage photos. The combination is what carriers need to file a damage claim. We pre-attach everything to the warranty / carrier_claim escalation.
What about the minimum-use period on trial-window mattresses?
We honor your policy. If you require 30 nights minimum before a return is eligible, the AI explains that on day 1 and processes the return only after the threshold. Customers respect transparent policy more than apps that surprise them.
Ready to give mattress the returns flow it deserves?
Install Eturns from the Shopify App Store. Free plan included. Setup takes 5 minutes — the AI auto-detects mattress from your products and policies.