Support ops, AI agents, and Shopify playbooks

Shopify support playbooks that cut tickets

Practical guides on AI support, WISMO, returns, helpdesk comparisons and the metrics that tell you if automation is working.

409 guides · page 32 of 35

Shopify Damaged Item Photo Rules
Photos cut fraud and also delay nice customers. Set a dollar threshold so you are not asking for studio shots on a $9 candle.
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Shopify Missing Item in the Box
Partial contents vs split ship vs theft. The first question is how many fulfillments the order has.
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Shopify Wrong Item Sent
SKU mixups need a photo, a prepaid label, and a resend — not a debate about who picked the bin.
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Shopify Exchange When the Size Is Out of Stock
The swap they want is gone. Offer the wait, the refund, or a cousin SKU — not a ghost promise.
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Shopify Oversold Item Support
You sold stock you did not have. The agent needs a substitute, a date, or a refund — in that order if you want retention.
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Shopify Amazon MCF Support Tickets
MCF tracking looks like Amazon. Customers think they ordered on Amazon. Untangle that in one paragraph.
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Shopify ShipBob Delay Tickets
ShipBob-specific WISMO: receiving, outbound cuts, and when the merchant should jump in.
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Shopify 3PL Delay Tickets
Your 3PL missed the cut. The customer thinks you pack in the spare room. Write the script anyway.
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Change Shopify Shipping Method After Checkout
They paid standard, now they want overnight. The agent should quote the delta or say no.
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Shopify Refused Delivery Tickets
They refused the box at the door. Is that a return, a cancel, or a fight?
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Shopify Shipped to the Wrong Address
Merchant typo vs customer typo vs autocomplete. The money trail decides who pays the second ship.
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Shopify Shop App Tracking Questions
Customers live in Shop. Your email says something else. Align the events or the agent will look wrong.
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