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 articleShopify Plus checkout splits UI extensions for display and Functions for logic. Match each capability to the job before scoping custom work.
Read articleContribution margin only holds when marketing, ecommerce, and ops share one order-level number. Build that worksheet before you scale ad spend.
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 articleBefore you scale paid traffic, audit the Shopify product page on a phone: price, variants, hero match to the ad, and add-to-cart. Fix those leaks first.
Read articleShopify stores stall at scale when two apps write the same order field. Map webhook owners, metafields, and rate limits before the next campaign spike.
Read articleShopify has no native sandbox for the Claude connector. Three architecture patterns keep AI queries and write experiments off your live storefront.
Read article
