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Can AI be used to address differences among products within the same category?

Nathan Rivera
April 15, 2024 at 8:52 am
I work in the furniture industry with thousands of products and continuous new product listings.   Consumers often inquire about variations in materials and sizes between similar pieces of furniture, placing a significant burden on my support team. Generating comparison pages for every query we receive is unfeasible due to the volume of requests.   Given the potential of AI to suggest comparable items, could it also be leveraged to pinpoint disparities among products and present these distinctions to consumers? Such a system can alleviate my workload significantly and potentially reduce bounce rates as well.
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Add SKU numbers in the return portal

Rowan Valentin
January 28, 2025 at 2:24 pm
Goal: To make it easier for customers to accurately select the correct item for return when using the return portal. Preconditions: The customer has placed an order containing multiple items, some of which may have similar or identical titles, colors, or sizes. The SKU numbers for the items exist in the system but are not currently displayed in the return portal. Trigger: The customer initiates a return and accesses the return portal to select the item(s) they wish to return. Basic Flow: The customer logs into the return portal. The portal displays the items from their order, including details such as title, color, size, and now the SKU number for each item. The customer uses the SKU number to cross-reference their order confirmation or invoice, ensuring they select the correct item for return. The customer completes the return process with confidence that the correct item has been selected. Postconditions: The customer successfully returns the correct item without confusion. The support team receives fewer inquiries about mismatched returns. Benefits: For Customers: Improved user experience by reducing confusion when selecting items for return. Greater confidence in completing returns independently. For the Business: Reduced customer support requests related to returns. Increased efficiency in processing returns, minimizing errors caused by incorrect item selection. Priority: Medium – This enhancement has a high potential to improve customer satisfaction with a relatively low implementation effort. Technical Requirements: Modify the front-end display of the return portal to include SKU numbers as part of the product details. Ensure the SKU numbers are fetched and displayed consistently across all customer orders. This use case focuses on enhancing the clarity of the return process for customers while streamlining operational efficiency for the business.
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Fix phone number issues

Nick Lehner
July 28, 2026 at 4:39 pm
Some customers enter +1 before their phone number when requesting a return or exchange. This causes the shipping label to fail to generate and creates frustration for the customer and extra work for me. I would like the system to correct the phone number to allow successful label generation.
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Select multiple Stores in Returns Analytics

Lasma Martinsone
February 13, 2026 at 11:38 am
Currently it's possible to view returns analytics only per 1 store at a time. It would be great to be able to select multiple stores and have a consolidated view on returns. 
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Enable RMA Edits for Admin

Abby Hatchimonji
February 6, 2025 at 9:17 pm
After RMA is created, admin needs the ability to edit details of the return. Including: 1. 1. editing products on return 2. editing customer email/address details 3. add remove return fees prior to receipt of return Often customers will call and need a return label sent to a new email address or want to add or remove items on their return. Also, if items are returned that are not included the return must be canceled and reopened, which is a messy process that sends a ton of unneccessary emails to the customer.
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Customs Clearance

Cresilda Caintic
July 15, 2025 at 8:49 am
Hi, I hope you can include a column where users can also see "WHEN" the order arrived in customs clearance and "WHEN" it was released. I am referring to ALL orders, not just the delayed orders.
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Fix Direct Links to 'View On Carrier Website'

Oliver Mortimer
December 13, 2024 at 11:33 am
There's quite a few couriers where the 'View on Carrier Website' doesn't take you directly to the trracking page, and instead requires you to enter the tracking number.  These can be easily fixed by correcting the URL.   For example, for Cainiao the link takes you to; https://global.cainiao.com/   This needs correcting to; https://global.cainiao.com/newDetail.htm?mailNoList=   Please submit any further examples below.
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Return/Exchange Size Availability Option

Gabriela Berlingeri
October 6, 2025 at 12:12 am
It would be very helpful if customers could select their preferred size during the exchange process, with real-time visibility of stock availability on the website. For example, when a customer initiates an exchange, the system should show whether the requested size is currently in stock. If the size is unavailable, it should display “Sold Out” instead of allowing the exchange to proceed. This feature would prevent unnecessary back-and-forth communication, improve customer experience, and reduce manual handling for merchants. Platforms like Revolve already offer this type of functionality, and it would be an excellent addition to AfterShip Returns.
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Enable Hazmat label selecting when creating return label

Little V
March 21, 2025 at 5:50 am
we provide return shipping label after approving the return request. Our product contains hazarious material, which should be shipped with hazmat label. Aftership doesn't grant the api access of selecting the Hazmat label when auto-generating return shipping label Please fix it
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Notification before wine is shipping

Daniel Hauck
December 9, 2025 at 3:29 pm
A notification to give the customer the opportunity to change their requested ship date. This allows wineries to change the date without re-directing.  Using the RSD and sending a notification 3 days or so before. 
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