The Scenario
You are a fulfillment coordinator at a subscription box company. The monthly shipment run is in 48 hours and you have 1,000 customer shipping addresses sitting in a Google Sheet, columns A through F: street, city, state, ZIP, country, and customer name.
Last month, 23 packages were returned undeliverable. Each one cost $8 in return shipping plus a re-ship fee. The ops director has made it clear: validate the addresses before the label run, not after.
The bad version of the next two hours:
- Export the sheet as a CSV
- Log into ShipEngine, find the address validation endpoint, write a script or use the bulk import tool
- Match the results back to the sheet by row number
- Flag the bad ones
- Email the customer service team the failure list so they can chase updates
- You are still not done when the label run starts.
The fast version is one prompt in the sidebar.
The Easy Way: One Prompt in SheetXAI
SheetXAI is an AI agent inside your spreadsheet that reads the rows and calls ShipEngine's address validation API for you, so you never have to leave the sheet.
Open the SheetXAI sidebar and type:
Validate every address in my Customer Addresses sheet — use columns A through F for street, city, state, ZIP, country, and name — then write 'valid', 'invalid', or the corrected address into column G. If ShipEngine returns a normalized version that differs from what I entered, use that. Flag any rows where ShipEngine returns an error message in column H.
SheetXAI reads the rows, sends each address to ShipEngine's validation API, and writes the status and corrected address back into the sheet. You get a clean, flagged list before the label run.
What You Get
Column G and H updated for all 1,000 rows:
- 'valid' — address confirmed, nothing to fix
- Corrected address — ShipEngine returned a normalized version, already written in
- 'invalid' — address failed, column H contains the reason
- Error flag — rows ShipEngine could not process, flagged separately
The invalid rows are your work queue, not a surprise on delivery day. You send the list to the customer service team, they chase the updates, and you run the label job only on validated rows.
If you want to filter to just the failures: tell SheetXAI to copy all rows where column G is 'invalid' into a new tab called "Needs Review." One more prompt, done.
What If the Data Is Not Quite Ready
Address data from subscription signups is rarely clean. SheetXAI handles the cleanup and the validation in the same prompt.
When ZIP codes are formatted inconsistently
Some rows have five-digit ZIPs, some have ZIP+4, some are missing leading zeros.
Normalize the ZIP code in column D — pad any 4-digit codes with a leading zero, strip the ZIP+4 suffix if present. Then validate every address using columns A through F and write the result into column G.
When the state column uses full names instead of abbreviations
ShipEngine expects two-letter state codes. Half your rows say "California" instead of "CA."
Convert the state values in column C from full state names to two-letter abbreviations. Then validate each address and write the ShipEngine result into column G.
When you want to skip rows that are already marked valid from a previous run
You partially ran validation last week. Column G has values for the first 400 rows.
Skip any rows in the Customer Addresses sheet where column G already contains 'valid'. Validate only the remaining rows and fill in column G for those.
When the address data comes from three separate tabs that need to be merged first
The Domestic tab, the PO Box tab, and the International tab each have addresses. You want one clean validated list.
Combine the address rows from the Domestic tab, PO Box tab, and International tab into a new tab called Master Addresses — columns A through F for street, city, state, ZIP, country, and name. Then validate every row against ShipEngine and write the result into column G. Flag any PO Box addresses where ShipEngine returns a warning.
The pattern: instead of cleaning the data first and then validating in a separate step, you ask for both in one prompt. SheetXAI handles the conditional logic inline.
Try It
Get the 7-day free trial of SheetXAI and open any sheet with a column of shipping addresses, then ask it to validate them with ShipEngine. The ShipEngine integration is included in every SheetXAI plan. For related workflows, see how to get bulk rate quotes after validation or the ShipEngine in Google Sheets overview.