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 7 of 23

Shopify Gift Card Not Working
Balance, disabled cards, and currency mismatches. The agent should read the card, not reset it for fun.
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Shopify B2B Wholesale Support
Net-30, draft orders, and custom catalogs. Do not run the DTC refund script on a wholesale PO.
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Shopify Metafields an AI Agent Should Read
Promise dates, warranty months, final-sale flags. If it is a rule, it is a metafield, not a Slack note.
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Shopify Segments for Support Rules
VIP, wholesale, first-order, high refund-rate. Segments should drive caps, not just email campaigns.
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Shopify Translate & Adapt for Support Content
Translate the policy pages the agent reads, not just the homepage hero.
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Shopify Markets and International Support
Each market needs a policy URL. One global /pages/returns is how DE customers get a US window.
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Shopify POS + Online Support
Buy online, return in store — or not. The agent must know which locations accept which SKUs.
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Stay AI Subscription Tickets
Cancels, skips, and win-backs. Support should not fight a win-back email the marketing app just sent.
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Skio Subscription Support
Same physics as any subscription app: status first, then Shopify money. Do not reverse a renewal you cannot see.
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Recharge Support Tickets on Shopify
Skips, swaps, failed cards. The agent needs Recharge status, not just the last Shopify order.
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Shopify Checkout Extensibility Support Tickets
Custom checkout fields that support cannot see become 'you never told us'. Surface them on the order.
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New Shopify Customer Accounts vs Tickets
New accounts change how they find orders. Your 'look at the email' macro may now be wrong.
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