Shipping labels from inbox to printer
Every sale on Poshmark or Vinted drops a shipping label PDF into Gmail. This watches the inbox, crops the PDF to a print ready 4 by 6 label, checks the barcode decodes, and prints it or holds it for a tap from your phone. Labels that fail checks are never printed silently and duplicates are held.
What it does
- Polls Gmail for label emails from the two platforms
- Pulls item, order id, tracking number and ship by date, with the regex tracking number always winning
- Crops and scales the PDF to an exact 4 by 6 label
- Decodes the barcode and checks ink coverage before printing
- Keeps history and a reprint button on a home network dashboard
Your approval boundaries
Creates draftsThese actions always wait for your yes:
- Turning on auto print, until then each label waits for a tap
- Printing any label that failed verification or looks like a duplicate
- Exposing the dashboard beyond your own machine
You decide what happens next.
More about this workflow
This setup is for online sellers and resale shops juggling listings, orders and buyers. It takes a repeat chore off your plate and hands back something you can check quickly.
First, it polls Gmail for label emails from the two platforms. Next, it pulls item, order id, tracking number and ship by date, with the regex tracking number always winning. Then it crops and scales the PDF to an exact 4 by 6 label. After that, it decodes the barcode and checks ink coverage before printing. Finally, it keeps history and a reprint button on a home network dashboard. It works with your email and shipping app, each on its own login with limited access.
You get the prep work done and waiting for you. The agent stops and asks for your yes before turning on auto print, until then each label waits for a tap, printing any label that failed verification or looks like a duplicate and exposing the dashboard beyond your own machine, and says plainly if a step cannot be undone.
“Pause means "stop printing", not "stop working".”
Explore required tools and model recommendations
Tools and access
Gmail
Handles the email part of this job. Grant read-only plus compose (drafts) scopes.
API required: Yes. Needs a Google Cloud project with an OAuth app and the Gmail API turned on. The agent signs in through OAuth with only the scopes you pick.
ShipStation
Handles the shipping app part of this job. Grant read order and shipment status.
API required: Yes. Needs API credentials from your ShipStation account settings.
Official links only. Not sponsored, no affiliate links.
Model recommendations
Best pick
Gemini 3.8 Flash
Built for agent workflows, with a free tier to test on.
$0.75 per million input tokens and $3.75 per million output tokens through December 31, 2026. $1.50 and $7.50 from January 1, 2027.
Google docs as of October 11, 2026
Cheaper backup
Gemini 3.5 Flash-Lite
Low cost for many listings at once.
$0.30 per million input tokens, $2.50 per million output tokens.
Google docs as of October 11, 2026
Our own picks. Not sponsored, no affiliate links.
Build your prompt
Add your details, then copy the prompt into your tool.
2Your prompt
4 of 4 still emptyYour answers stay in this browser only.
Run your workflow
Connect your tools with only the access this setup needs, then follow these steps.
Steps
Do these in order. Test on old data before it touches live work.
- 1Connect Gmail with its own login, not yours. Grant read-only plus compose (drafts) scopes.
- 2Connect ShipStation with its own login, not yours. Grant read order and shipment status.
- 3Paste the prompt where your harness takes instructions. See the note under the Copy button.
- 4Do a dry run on old or test data first. Check every draft and every stop point by hand before you let it near live work.
- 5Read its log after the first real run. Only widen access once a week of runs looks clean.
Safeguards and trust score
The score describes this example setup’s access, approval boundaries, ability to undo changes, and scope.
Writes drafts and notes inside your tools, nothing leaves on its own.
Waits for a yes on: turning on auto print, until then each label waits for a tap, printing any label that failed verification or looks like a duplicate, exposing the dashboard beyond your own machine.
Leaves drafts you can throw away, with a record of what it made.
Runs on its own login across 2 tools. Fewer connections means a smaller blast radius.
How to raise it
- Scope: Run it on one tool only, with its own login that can see just what this job needs +2
Do all of these to reach 91, up from 89.
Want help getting there? Get an AI Trust Audit from Pixeldesigns
Reviewed by Trustcase (example setup). How scoring works
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[](https://trustcase.dev/use-cases/shipping-labels-from-inbox-to-printer)<a href="https://trustcase.dev/use-cases/shipping-labels-from-inbox-to-printer"><img src="https://trustcase.dev/badge/shipping-labels-from-inbox-to-printer.svg" alt="Trustcase trust score for Shipping labels from inbox to printer" height="20"></a>More ecommerce and resale workflows
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