The Scenario
Three PM. Your warehouse team has just finished packing 80 orders and entered all the tracking numbers into a shared Google Sheet — order ID in column A, carrier code in column B, tracking number in column C. They need Shopify fulfillments created for all 80 before the carrier cutoff at 5 PM, so customers get their shipping notifications today.
Manually creating fulfillments in the Shopify admin means opening each order, scrolling to the fulfillment section, entering the tracking number, selecting the carrier, confirming. 80 orders. Two hours you don't have.
The bad version:
- Open the first Shopify order, click Fulfill items, enter the tracking number, select the carrier, click Fulfill.
- Open the next order. Repeat.
- At order 25, your session times out and you have to log back in. Start over from the session log to figure out where you were.
5 PM is not a soft deadline. The carrier picks up at 5.
The Easy Way: One Prompt in SheetXAI
SheetXAI is an AI agent that lives inside your Google Sheet. It reads the tracking data and creates Shopify fulfillments for each order via the API — no admin clicking, no session timeouts.
For each row in my Packed Orders sheet, create a Shopify fulfillment using the order ID in column A and tracking number in column B — write the fulfillment ID into column C
What You Get
- A Shopify fulfillment created for each order, with the fulfillment ID written back into column C.
- Shopify's automated customer shipping notification emails trigger as each fulfillment is created.
- Column C shows any errors — typically an order already fulfilled or an invalid tracking number — so you can resolve those specific rows without hunting through the admin.
What If the Data Is Not Quite Ready
Carrier code needs to be specified for each fulfillment
For each row in my Packed Orders sheet, create a Shopify fulfillment using the order ID in column A, carrier code in column B, and tracking number in column C — write the fulfillment ID into column D and the result status into column E
Some orders have multiple fulfillment locations — only fulfill the warehouse's location
For each row in my Packed Orders sheet, create a Shopify fulfillment at location ID in cell E1 using order ID in column A, carrier in column B, tracking in column C — write the fulfillment ID into column D
Some orders were already fulfilled — skip them instead of erroring
For each row in my Packed Orders sheet where column D is blank, check if the Shopify order in column A is already fulfilled — if not, create a fulfillment with carrier in column B and tracking in column C — write the fulfillment ID into column D or 'already fulfilled' if it was
Validate unfulfilled status, set location, create with carrier and tracking, and write timestamp
For each row in my Packed Orders sheet where column D is blank, create a Shopify fulfillment for order ID in column A — set carrier code from column B, tracking from column C, location ID from cell E1 — write the fulfillment ID and current timestamp into columns D and E; skip orders that are already fulfilled
Skipping already-fulfilled orders in the same pass means you don't have to pre-filter the sheet before running the fulfillment creation.
Try It
Get the 7-day free trial of SheetXAI and open the shipping manifest your warehouse team fills in each afternoon, then ask SheetXAI to create all 80 fulfillments before the carrier cutoff. Tomorrow's pack run will use the same prompt. Also worth reading: how to export orders and their fulfillment status for financial reconciliation, or the hub overview for all Shopify workflows.