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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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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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Provide an option for the customers to edit the post shipment review in the AfterShip tracking

Jason Ma
March 10, 2025 at 3:22 pm
Requesting to provide an option for the end consumers to edit the review on the AfterShip tracking page after the product is being delivered.    Currently, the customers are able to leave the review but unable to edit them. 
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Support the “issue store credit” option on “process warranty claim” page

Daniel Reed
May 6, 2024 at 1:01 am
Currently, I can only choose from 3 resolution options in Warranty admin: Repair item, Replace item & Other. At the end of the day, I need to manually export a list of Warranty claims and see how many store credit resolutions were recorded. (By using the “Other” option with a note.) This process is very time-consuming and inefficient.    It would be very helpful if a direct "issue store credit" feature were integrated, potentially automating the process across platforms like Shopify.
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Sort by Delivery Day

jdkluck
November 6, 2025 at 1:16 pm
I was just tracking my packages and thought of something and was like man I wish there would be different layouts or sorting options. Like if I could sort it by ETD Dates, etc rather than just having them all listed and me doing the mental math of 3 days from now would be Friday, etc. Since of our would be able to be listed by delivery date I would know what packages I need to be on the lookout for that day at an early glance.
Delivered
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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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Allow order editing permissions to be configured per country

Roqeeb Olaniyi
September 15, 2026 at 10:42 pm
We'd like the ability to restrict which order-editing options are available on a per-country basis, rather than applying the same set of options globally.   Many merchants work with regional checkout or fulfillment partners (e.g. Global-E) that prohibit certain order changes after an order is placed in specific countries. For example, a merchant might need to limit editing to only "apply discount code" and "cancel order" for a subset of countries, while keeping the full set of editing options available everywhere else.   Being able to configure order-editing permissions by country/region would help merchants stay compliant with regional partner restrictions without giving up flexibility in other markets.
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Exception Orders

Crystal Johnson
February 4, 2026 at 4:39 pm
GM is there a way to close an exception order rather than a total delete?
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Send the Delivered Status Back to Shopify app

Rita Agarawal
January 7, 2025 at 11:32 am
Currently the aftership is one way communication making it diffucult for business to see integrated full status at one place again when customer login to their shopify page they see status of item still on the way as shopify stops at fullfilled stge. Though the track order option by Aftership is good it is still a bad customer experience.
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Include a SKU column - Returns Dashboard

Lewis Steen
March 21, 2025 at 10:19 am
It would be useful to have a Sku column amognst the list when editing the returns dashboard. The image of the item is useful but often the item is enclosed in a boxed which is marked with the sku. Therefore at first glance, the sku is seen before the physical item.
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