Step 01
Capture Evidence and Start a Prompt
Take a photo of the faulty product. In Claude Cowork, start a new prompt and upload the photo to provide visual context for your request.
AdvancedPersonal
Automate Product Returns and Refunds Using Claude Cowork
Use Claude Cowork to handle the entire product return process, from finding the receipt in your email to drafting a compelling refund request. This workflow saves time on tedious administrative tasks for faulty items.
Try this with your AI assistant
Download the skill for this workflow. Version 1.0.0.
Source episode · 18:45How I AI: Nicole Ruiz’s System for Buying High-Quality Goods and Automating Returns with Claude
with Claire Vo
From 18:45 to 25:05, Nicole Forsgren uses Claude Cowork to match a product photo to an email receipt and prepare the return request. Clip range: 18:45 to 25:05.
Before you start
What you need
- Photo of the damaged pants
- Claude Cowork account
- Connected Gmail or PayPal account with receipt search permission
- Order email from J.Crew or PayPal
- Customer service email address for J.Crew refunds
What you’ll make
A drafted refund request email containing the order number, purchase details, and attached product issue description.
Tools used
- ClaudeVisitClaude
Anthropic AI assistant
The workflow
Follow the sequence once, then adapt the prompts, checks, and handoffs to your own setup.
4 steps
Step 02
Dictate the Mission
Using voice-to-text or typing, give Claude Cowork a clear set of instructions. State your goal, like getting a refund for a specific item. Then, list the tasks you want the AI to perform, such as searching your email for the receipt and drafting a customer service message with the order details.
Example prompt
I have this pair of pants of Rafa's from the last six months they've already worn through in the butt. I'm looking to return them to J. Crew and specifically get a refund. Can you help me draft an email and specifically start out by finding the receipt for the pants in my email, either from PayPal or J. Crew with the item number and any other details you might need? Please include that context and draft up the request for refund to J. Crew customer service.
Step 03
Let the AI Assistant Work
Claude Cowork connects to your integrated tools, like Gmail, to carry out your request. It will search for the receipt, extract key details such as the order number and purchase date, and then draft the refund email.
Step 04
Review and Send the Drafted Email
Review the email drafted by the AI. Check that it includes the correct order details and clearly explains the reason for the return. The draft may also include context like other customer reports. Verify any claims, approve the final wording, and send it to the company's customer service.
What good looks like
- Email draft includes the correct item number and purchase date
- Receipt details match an actual J.Crew or PayPal transaction
- Refund request clearly states the product defect
- User approves the final wording before sending
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Runbook notes
How to recover when the loop fails and where human judgment helps.
If it goes sideways
- Receipt search returns multiple matching purchases
- Filter by purchase date range and confirm the correct order total before drafting
- Photo does not clearly show the defect
- Upload additional photos with visible wear areas and better lighting
- Draft includes unsupported claims about product defects
- Remove unverifiable statements and keep only observable damage descriptions
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