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Prompt Details

Model
Chat - (gpt-5.6)
Token size
2,777
Example input
[BUSINESS_INFORMATION_AND_POLICIES]: UrbanThread | Online clothing store | United States | USD Refund: Full refund within 30 days of delivery. Items must be unused, unworn, unwashed, with original tags and packaging. Refund goes to original payment method after inspection. Original shipping is non-refundable. Returns: Customer pays return shipping for change-of-mind returns. Business pays for wrong/defective items. Exchanges: Size and color exchanges within 30 days if return conditions are met. Other: Order information must be verified before refund or replacement approval. [CUSTOMER_REQUEST]: The jeans don't fit. I haven't worn or washed them and the tags are still attached. I'd like to return them for a full refund. [ORDER_AND_PRODUCT_INFORMATION]: Customer: James Wilson Order: UT-38192 Delivered: August 25, 2026 Return requested: September 1, 2026 Product: Slim Fit Blue Jeans — 32W Order value: $64.99 Condition: Unworn and unwashed Tags: Attached Packaging: Available [CUSTOMER_PREFERENCE]: Full refund to original payment method. [ADDITIONAL_CONTEXT]: First return request. No previous refunds or support conversations. No defect or wrong-item issue reported.
Example output
RETURN & REFUND ANALYSIS Primary Issue: Customer wants to return a pair of jeans because they do not fit and receive a full refund. Return/Refund Reason: Wrong size / Change of mind Customer Sentiment: Calm — the customer communicates their issue politely and provides relevant information without expressing frustration or anger. Urgency: Low — the return request was made 7 calendar days after delivery, well within the 30-day return period. Requested Outcome: Return the jeans and receive a full refund to the original payment method. ELIGIBILITY CHECK Time Eligibility: Eligible. The item was delivered on August 25, 2026, and the return was requested on September 1, 2026, which is within the 30-calendar-day return window. Product Eligibility: Eligible. The jeans are confirmed to be unworn and unwashed, with tags attached and original packaging available. Reason Eligibility: Eligible. A fit/size issue qualifies as a change-of-mind return, and the policy permits returns within 30 days when the required condition requirements are met. Return Shipping Responsibility: Customer is responsible for return shipping because this is a change-of-mind/fit-related return rather than a wrong or defective item. Refund/Resolution Eligibility: Eligible for a full refund of the product purchase price after the returned item passes inspection. Original shipping charges are non-refundable. Exceptions: None identified. Order information is provided and appears sufficient for verification before approval. POLICY DECISION Decision: APPROVED WITH CONDITIONS Policy Basis: Customers may request a full refund within 30 calendar days of delivery when the item is unused, unworn, unwashed, and returned with original tags and packaging. The customer meets these stated conditions. The refund must be issued to the original payment method after inspection, and original shipping charges are non-refundable. Return shipping is the customer's responsibility for a change-of-mind return. FINANCIAL IMPACT Assessment: The product/order value is $64.99. A full refund of the eligible product amount may be issued after inspection. Any original shipping charges are non-refundable. The customer is responsible for the return shipping cost. RECOMMENDED RESOLUTION Recommended Action: Approve the return, subject to order verification and inspection of the returned jeans. Once the item passes inspection, issue the eligible refund to the original payment method. The customer should be informed that return shipping is their responsibility and that original shipping charges are non-refundable. Alternative Options: Size exchange is also available within 30 days if the item meets the return-condition requirements, but the customer's requested full refund is policy-supported and should be the primary resolution. CUSTOMER RESPONSE Thank you for reaching out, James. We’re happy to help with your return. Your jeans are eligible for a return because your request is within 30 days of delivery and the item is unworn, unwashed, with the original tags and packaging intact. You can return the jeans for a full refund of the eligible purchase amount to your original payment method after the item has been received and inspected. Please note that return shipping is your responsibility for a fit-related return, and the original shipping charge is non-refundable. Please proceed with the return using the applicable return instructions. Once the item passes inspection, your refund will be processed to your original payment method. Thank you for choosing UrbanThread! INTERNAL STAFF NOTE Problem: Customer wants to return Slim Fit Blue Jeans because they do not fit and requests a full refund. Customer Sentiment: Calm. Urgency: Low — request submitted 7 days after delivery. Eligibility: Conditionally Eligible. Recommended Resolution: Approve return subject to order verification and inspection; refund eligible product amount after inspection. Policy Basis: Full refunds are allowed within 30 calendar days of delivery for unused, unworn, unwashed items with original tags and packaging. Original shipping is non-refundable; customer pays return shipping for change-of-mind returns. Financial Impact: Eligible product value is $64.99. Original shipping charges are non-refundable. Return shipping is paid by the customer. Missing Information: No significant information missing. Order information should be verified before final refund approval. Follow-up Required: Yes — verify order information, provide return instructions, inspect returned item, then process the eligible refund. PREVENTION RECOMMENDATION Add a clearer jeans sizing guide, including waist measurements and fit information, to help customers select the correct size and reduce fit-related returns. ESCALATION STATUS Manual Review Required: NO Reason: The request falls within the stated return policy, the product meets the stated condition requirements, and no legal, safety, fraud, high-value, or policy-exception concerns are present.
🤖 GPT

Return Refund Decision Maker

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GPT-5.6
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Analyze customer return and refund requests with AI. Simply provide your business policies, customer request, order details, preferred resolution, and any additional context. The AI checks eligibility, applies your policies, assesses financial impact, recommends the best resolution, identifies cases needing manual review, and generates a professional customer response plus internal staff notes.
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