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.

266 guides · page 4 of 23

Sneaker Drop Support
Raffles, bots, and size swaps in 20 minutes. Caps must be brutal or you will be farmed.
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Eyewear Ecommerce Support
PD, prescription uploads, and remakes. Escalate anything that smells like a medical device complaint.
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Mattress-in-a-Box Returns
Trial windows, pickup, and sanitation. A 14-day apparel script will make you look cruel or broke.
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CBD Ecommerce Support
No medical claims. Shipping restrictions by state. The agent should refuse the illegal address, not debate wellness.
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Handmade Shopify Support
Made-to-order clocks and customization locks. Cancels die when production starts. Write the hour.
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Dropshipping Support Problems on Shopify
If you cannot see the supplier’s scan, do not sell 2-day. The agent cannot invent a warehouse.
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Print-on-Demand Support on Shopify
You do not have the inventory. The agent must not promise a warehouse pull you cannot do.
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Outdoor Gear Warranty Tickets
Abrasion vs defect. Field photos and purchase date. Do not use the 30-day fashion script.
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Haircare Subscription Support
Shade and curl pattern swaps. A skip is cheaper than a wrong-shade chargeback.
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Skincare Routine Question Tickets
Pre-purchase routine chat can stay a bot. Post-purchase irritation escalates. Split the intents.
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Plus-Size Fashion Returns
Fit notes and model-size honesty prevent tickets. The agent should exchange, not lecture.
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Luxury DTC Concierge Support
White-glove is a human. Tracking is still a machine. Do not make a concierge paste UPS URLs.
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