A Shopify store doing real volume, a team of one to twenty, and a founder still tagging orders at night.
You move orders to the 3PL, update stock in three places and chase returns by email.
Klaviyo flows set up once and never tuned; a Gorgias inbox full of “where is my order?”.
Shopify plus Amazon plus wholesale, with stock and bookkeeping reconciled by hand.
Numbers from checkout, email and support benchmarks — the stores that automate the routine keep the margin the rest spend on it.
of carts are abandoned on average — the documented figure across thirteen years of checkout studies.
of all support tickets in e-commerce are “where is my order?”, and each contact costs $5–22 to answer by hand.
revenue per recipient for automated flows, against $0.11 for one-off campaigns.
of email revenue comes from automated flows, which make up only 2% of sends.
of abandoned carts never get a recovery message — a native flow identifies only about 15% of abandoners.
of US shoppers abandoned an order because the checkout was too long or complicated.
Put your monthly volume into the calculator and see hours and dollars.
The run path of a typical Shopify store. Each order travels it on its own; risky orders, returns outside policy and purchase decisions stop and go to a person.
Shopify orders/create webhook — every paid order starts its own run with items, customer, address and risk data.
Orders & fulfilmentReads Shopify’s fraud assessment, country, SKUs and gift notes, and applies your rules for tags and priority.
Orders & fulfilmentSuspicious orders are put on hold and sent to a person with the reasons written out. Clean orders move on.
Orders & fulfilmentSplits by location or supplier and sends the order to ShipStation, ShipBob or your 3PL; the tracking number comes back into Shopify.
Orders & fulfilmentPolls the Inventory API by SKU, computes sales velocity and flags anything about to run out.
Orders & fulfilmentBuilds the reorder quantity and a draft PO in Google Sheets or your inventory tool. A person decides what to buy.
Stock & supportPushes stock and orders between Shopify, Amazon Seller Central and wholesale, with queues and retries so nothing oversells.
Stock & supportThe assistant in Gorgias or Zendesk reads the question, pulls the shipment status from AfterShip and answers — or escalates.
Stock & supportChecks the return window and policy, issues the label through Loop or AfterShip and creates the warehouse task.
Stock & supportStarts the Klaviyo or Omnisend flow one to four hours after the cart is left: email first, SMS later, with your discount rules.
Marketing & booksPersonalises the message around the actual products and the likely objection; your templates set the tone.
Marketing & booksAfter delivery, asks for a review via Judge.me, Okendo or Yotpo; a negative reply goes to Slack for a person.
Marketing & booksDaily Shopify Payments payouts, fees and taxes become journal entries in QuickBooks Online or Xero.
Marketing & booksShopify automation replaces the manual loop every order goes through in a growing store — check it for fraud, tag it, pass it to the warehouse, update the stock sheet, answer the tracking question, process the return, reconcile the payout — with workflows that do the routine steps on their own. In most stores the time is not spent on decisions but on moving the same order between Shopify, the 3PL, the help desk, Klaviyo and the accounting system. That is the part we automate.
Wireclad builds custom workflows around the apps you already run rather than a new platform. Workflows in n8n listen to Shopify webhooks and talk to Klaviyo, Gorgias, ShipStation, Amazon Seller Central and QuickBooks through their APIs. A language model answers “where is my order?” with the live shipment status, writes cart-recovery copy around the actual products and sorts negative reviews for a person to handle. Shopify Flow and your existing apps stay in place — the workflow fills the gaps between them.
Orders are routed within seconds and risky ones are held with the reasons written out. Stock stays consistent across channels, so overselling stops. Support sees fewer tracking tickets and more real conversations. Marketing automation for Shopify runs on flows tuned to your catalogue, and the books close on daily payouts instead of a monthly export. Purchases, refunds outside policy and campaign copy are still approved by people.
Typical minutes per order in a small store team. Your own numbers go into the calculator below.
Based on 9.5 min by hand and 36 sec with the flow per item, from the table above.
The flow routes, syncs, answers and reconciles. People keep every decision that touches money, stock or the brand.
The flow holds them and shows the reasons; a person releases or cancels.
Damaged goods, outside-policy requests and VIP customers go to support, not to a rule.
The model drafts; your team approves before anything is sent.
The draft PO shows velocity and stock; the final quantity and supplier are yours.
Anything the assistant is unsure about goes to a person with the full context.
Generated drafts are checked for accuracy and legal claims before publishing.
Flip a switch to hand a step to the flow or take it back.
Benchmarks from Klaviyo’s email data, Baymard’s checkout research and Shopify support studies: flows that earn most of the email revenue, and a support inbox without the tracking questions.
We map the process as it runs today, count the minutes and agree what the flow must never do on its own.
A working flow on your real data, in a sandbox. You see every run and every exception.
Edge cases, approvals and alerts, then the switch-over — with the old way kept as a fallback.
Monitoring, fixes when a vendor changes a format, and a monthly report of hours saved.
Flow and the apps are good when your process fits them. A custom workflow makes sense when you need logic across systems — Shopify plus Amazon plus the 3PL plus QuickBooks — or rules the apps do not have. We build on top of Flow and your existing apps, not instead of them.
Yes. The flow reads and writes inventory through the Shopify Admin API and Amazon SP-API with a queue, retries and a single source of truth per SKU. Threshold rules hold a listing before it goes to zero.
The assistant pulls the shipment status from Shopify and AfterShip or the carrier and answers in Gorgias, Zendesk or chat. Tracking questions are typically 30–50% of support volume; anything unusual is escalated to a person.
Abandoned checkout, browse abandonment, post-purchase and win-back — in that order. Klaviyo data shows flows earn most of the email revenue from a fraction of sends. We tune timing and copy around your products.
Yes. Daily payouts, fees, refunds and taxes become journal entries through the accounting API, or through A2X if you already use it. Your bookkeeper reviews a summary instead of a spreadsheet.
No. The Admin API and webhooks work on standard plans. Plus adds Shopify Flow, checkout customisation and higher API limits, which matter at high volume, but most of the workflows here run on any plan.
No — the workflows run outside the storefront, through the API and webhooks, and add no scripts to your theme. Marketing automation for Shopify built this way does not touch page speed.
Describe it in two sentences — we reply within a day with a workflow sketch.
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