Shopify

Shopify is the operating system most growing DTC and B2B brands run on. It is rarely the bottleneck on its own. The bottleneck is what surrounds it: the 3PL that does not sync, the help desk that does not know about the order, the ad platform that cannot see the second purchase, the finance team rebuilding numbers in a spreadsheet every Monday. Shopify is built to be the source of truth. The job is making the rest of the stack behave like it.

What Shopify Does

Shopify is a hosted commerce platform that handles the storefront, checkout, payments, inventory, and order management for a brand selling online, in person, or wholesale. Mid-market operators usually run on Advanced or Plus, where the platform stops being a tidy DTC shop and starts behaving like infrastructure, with APIs, Flow, B2B, and an organisation admin layer.

• Storefront and checkout: themes, headless via Hydrogen, Shop Pay, accelerated checkout, and unlimited bandwidth on every plan.
• Order and inventory management: multi-location stock, transfers, fulfilment routing, and the data model the rest of the stack reads from.
• Shopify Payments and Shop Pay: native processing, fraud screening, installments, and one-click checkout reused across every store the buyer touches.
• B2B on Shopify: company accounts, price lists, net terms, and quote-to-order workflows inside the same admin the DTC team already uses.
• Shopify Flow: a built-in automation engine on Plus for triggering actions on order, customer, inventory, and fulfilment events without writing code.
• POS and omnichannel: Shopify POS for retail with shared inventory, gift cards, and customer profiles unified with online orders.
• App ecosystem and APIs: thousands of apps in the marketplace plus REST, GraphQL, webhooks, and metafields for custom builds the off-the-shelf apps cannot cover.

Shopify's AI: Magic and Sidekick

Shopify Magic is the layer of AI features stitched through the admin: product descriptions, image editing, email drafts in Shopify Email, and reply suggestions in Inbox. Sidekick is the in-admin AI assistant that can analyse the store, generate reports, update settings, and walk through operational tasks in natural language. Both are useful for operators when wired into the workflows the team actually runs, less useful when treated as toy features sitting next to the real work. The interesting use is not asking Sidekick to write a product description; it is asking it to surface the SKUs that are quietly cannibalising margin and pushing the answer into a Slack channel.

Automations We Build with Shopify

Most operational pain in a Shopify business is not on the storefront. It is in the chain of handoffs around it. Orders move between Shopify, the 3PL, the ERP, the help desk, the email tool, and the ad platforms, and at every seam something falls off. The automations below are the ones we build repeatedly for mid-market brands once they pass roughly $5M in revenue and the spreadsheets start fraying.

• Order routing engine. Inspects each Shopify order and decides which 3PL or warehouse it lands at based on SKU, stock, region, and SLA, then writes the routing decision back into the order so support and finance can see it.
• WISMO and address-change deflection. Pulls live tracking from the carrier or the 3PL, answers the ticket inside Gorgias or Zendesk, and only escalates to a human when there is a real exception.
• Fraud and high-risk order workflow. Holds risky orders, cross-checks against past chargebacks and IP signals, and either auto-cancels with a refund or routes for a 30-second manual review with all the context on one screen.
• Returns and exchanges flow. A Shopify-native portal plus backend logic that handles RMA approval, label generation, restocking, refund or store credit, and 3PL hand-off, with all events logged back onto the customer record.
• Subscription and replenishment logic. On top of Recharge, Skio, or Shopify Subscriptions, we build the dunning sequence, the swap and skip flows, and the predictive replenishment nudges that turn a one-time buyer into a recurring customer.
• Server-side ad attribution. A clean Conversions API pipeline from Shopify to Meta, Google, and TikTok with deduplication, customer matching, and subscription revenue events that the browser pixel never sees.
• Finance and ERP sync. Daily Shopify order, refund, and payout data pushed into NetSuite, QuickBooks, or a warehouse so finance closes the month from a single ledger, not five exports.

Why Teams Choose Shopify

• It is the default substrate. Every serious 3PL, help desk, retention tool, and analytics vendor ships a first-class Shopify integration, so the operational stack composes cleanly.
• Shop Pay typically lifts checkout conversion meaningfully versus guest checkout, and that compounds across every paid acquisition channel a brand runs.
• Plus gives operators the unlocks that matter at scale: customisable checkout, Flow, organisation admin, multi-store, and B2B running on the same data model as DTC.
• Hydrogen and the Storefront API mean teams can go headless without leaving the Shopify backend, which keeps the ops team from inheriting a re-platform project they did not sign up for.

Shopify integrates with effectively every category a mid-market brand cares about: Gorgias and Zendesk for support, Klaviyo and Attentive for retention, ShipBob and ShipHero for fulfilment, Recharge and Skio for subscriptions, NetSuite and QuickBooks for finance, Triple Whale and Northbeam for analytics. Pricing on the standard plans starts around $29 per month for Basic and runs to roughly $399 per month for Advanced (current US list pricing, verified within the last 90 days; localised pricing varies). Shopify Plus starts in the low-to-mid four figures per month and is quoted per brand on a multi-year term. What we build is the layer above all of it: the operational glue that makes the stack actually behave like one system.