Choose Shopify automatic discounts or Discount Functions for Black Friday. Map stacking, BOGO, tiers, gift-with-purchase, Plus, and peak load before the freeze.
Read articleStop Shopify oversells during Black Friday flash sales. Write an available-to-sell number, an oversell rule, and a channel-sync check before ads go live.
Read articleWalk a dated Shopify Black Friday readiness checklist for a brand that already scales. Sign off checkout, inventory, fulfilment, and support gates first.
Read articleShopify WebMCP serves shopper-tab agents. The Claude admin connector serves staff ops. Choose which surface to enable first and which risk you accept.
Read articleChatGPT and AI assistants are driving real Shopify orders. Learn where AI traffic lands, how to attribute it, and what to fix before agentic commerce scales.
Read articleShopify has no native sandbox for the Claude connector. Three architecture patterns keep AI queries and write experiments off your live storefront.
Read articleShopify Sidekick now runs a daily continual learning loop on production traffic. What the flywheel means for Admin GraphQL, merchant ops, and custom stack work.
Read articleHow established Shopify brands segment customers: RFM, behavioural cohorts, Shopify Segments, metafields, and stack design that stays maintainable.
Read articleAI shoppers discover products through HTML, llms.txt, and UCP catalog layers. What each surface exposes, and how to prioritise Shopify catalogue fixes.
Read articleShopify Claude connector app: install from Claude, not the App Store. What it can read and write, plus production risks before you approve live changes.
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