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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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Ability to refund shipping automatically in the returns portal

Jeremy Bobbitt
February 3, 2025 at 8:19 pm
Currently you can manually refund the shipping fee in the admin manually, but would like the ability for it to be automatic.
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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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Display Order ID and RMA ID in the Return Status Section of the Return Summary Page

Femy Elizabeth Biju
July 15, 2026 at 5:14 am
Background On the Return Summary page, the Return Status section is commonly used to display shipping instructions that guide customers on how to return their items. As part of these instructions, customers are often required to include both their RMA ID and Order ID with the return shipment so that the warehouse and processing teams can identify and process the return correctly. Currently, the RMA ID is only displayed at the top of the page, and the Order ID is not prominently visible within the Return Status section. Requested Enhancement Add configurable fields within the Return Status section of the Return Summary page to display: * Order ID * RMA ID These fields should be displayed alongside the shipping instructions and return status details, making them easily accessible to customers while preparing and packaging their return shipment. We are open to any placement within the Return Summary page that provides clear visibility and easy access to these details. Business Use Case Our client specifically requested this enhancement because their return instructions ask customers to include the RMA ID and Order ID with the return package. Having these details displayed directly within the Return Status section would: * Improve visibility of important return information. * Reduce customer confusion when preparing returns. * Eliminate the need for customers to search for these details elsewhere on the page. * Help ensure return shipments contain the correct identification information. * Improve operational efficiency and reduce return processing delays. Expected Outcome Customers can quickly locate the required Order ID and RMA ID in the same section where they view their shipping instructions, resulting in a smoother and more user-friendly return experience. Thank you for considering this enhancement. We believe it would benefit merchants who require customers to include reference identifiers with returned packages and would improve the overall returns experience.
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Fixed shipping fee for orders over $30.

Lily Hall
June 3, 2024 at 6:33 am
I want all orders over $30 to show a shipping fee of only $2, because this is subsidized by TikTok.
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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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Saving Clients

Scott Williams
August 20, 2026 at 6:51 pm
We use this to ship to clients it would be nice if we could save clients within the system to send notifications to. 
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Data Export from Phone App

Neil Glassy
July 19, 2026 at 1:40 pm
It would be incredibly helpful if there was a way to export the shipping data from the phone app. It would be extremely simple and improve the apps usefuleness.    It would also be incredibly helpful if there was a way to have the phone app on the computer. I know the browser version is different and designed for merchants while the phone app is designed for recipients. But, it would be easy to create a aftership.com/recipients version of the app on the computer that just syncs the shipments across devices. 
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Automated Restock

Daniel Kinsella
October 1, 2024 at 4:49 pm
Can we get an option to automatically restock the item based on resolution, not just when received. We still need to process, and inspect the item before we issue the refund, and we can't have our inventory adjusted upon recept. Thanks!
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Exclude specific products from exchange eligibility in the "Shop Now" (exchange on your own website) flow

Roqeeb Olaniyi
August 22, 2026 at 1:14 am
What is the context  When using AfterShip Returns with the "Shop Now" / "exchange for anything" option that redirects customers to shop on the merchant's own store, customers can select any product available on the store as their exchange item. What issue do you want to address? There is currently no way to exclude specific products from being selectable as exchange items in this flow. The existing exclusion controls (the block list and excluding products from recommendations via product tags) only apply when AfterShip is recommending products or when "Exchange on AfterShip returns page" is selected. When customers shop directly on the merchant's own website via "Shop Now," these exclusions do not apply, so restricted products remain selectable. This allows customers to exchange low-value items for high-value products, resulting in margin loss and exchange abuse. The only current workaround, switching to "Exchange on AfterShip returns page," removes the on-store shopping experience the merchant wants to keep.   What outcome do you expect? The ability to exclude specific products from being eligible exchange items while still using the "Shop Now" flow where customers shop on the merchant's own website. Ideally the exclusion could be defined by SKU, in addition to collection or product tag, since some merchants do not have the relevant products grouped in a collection and may not have access to create collections in Shopify.   Who will benefit from your idea? Merchants using the "Shop Now" exchange flow who need to prevent certain products from being selected as exchange items, protecting their margins and preventing exchange abuse while preserving the branded on-site shopping experience during exchanges.
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