Support ops, AI agents, and Shopify playbooks

Shopify ops for Shopify brands

Inbox, Flow, Markets, subscriptions, 3PLs and the Shopify setup that prevents tickets.

51 guides · page 1 of 5

When to Automate Customer Support in a Shopify Store
Not sure when to automate Shopify support? Learn the signs, what to automate first, what to keep human, and how to roll it out safely.
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10 Shopify Customer Service Email Templates That Actually Work
Copy-paste email templates for your most common Shopify support tickets—WISMO, refunds, out-of-stock, returns, and more.
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Sold Out After Shopify Checkout
This is an oversell. Apologize, date, substitute, or refund. Do not hide behind 'high demand'.
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Shopify Draft Order Support
Drafts, invoices, and custom lines. The agent should not apply a self-serve discount code to a negotiated draft.
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Instagram Shop + Shopify Support
Social checkout copies the order into Shopify — sometimes late. Do not tell them the order does not exist.
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TikTok Shop + Shopify Support
Two storefronts, one warehouse. The agent must know which channel the order came from before it quotes a policy.
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Dunning and Shopify Support
The email says 'update card'. The ticket says 'unsubscribe me'. Those are different intents. Split them.
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Shopify Subscription Failed Payment
Dunning is a sequence. Support should not cancel on the first fail if the app will retry tomorrow.
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Affirm Support Tickets on Shopify
Loan disclosures are not a chat topic. Refunds and cancellations are. Escalate anything that sounds like credit advice.
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Afterpay / Clearpay Support on Shopify
Same rule as Klarna: refund the BNPL object. Credit on your store does not stop their schedule.
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Klarna Tickets on Shopify
Refunds must hit Klarna, not a random store credit, or they will still have installments.
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Shop Pay Support Tickets
Shop Pay failures are often vault or 3DS, not your SKU. Do not refund an order that never captured.
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