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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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PUDO Report

Matt Parker
April 16, 2025 at 11:44 am
Currently OTD report, reports the complete journey so the avereage time can fluctuate based on how long it takes for customers to collect their order.  We need to report on the carrier performance and then the time it takes to collect.  It would be good to have  a PUDO report that breaks down : average transit time to collection point   Average time waiting for collection    If we expand our PUDO options in Europe it would be a good indication 
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personalize reporting and scheduling

nailin yang
July 16, 2025 at 9:05 am
Our warehouse needs to know how many returns were requested on a daily basis so they can plan their resources accordingly. but it is not an option for now. It would be nice if we could build our own reports and schedule it. 
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Anti-fraud reporting and risk checks

Penelope Perry
March 4, 2024 at 5:19 pm
As a business owner, I am seeking a system that can facilitate risk level scoring for each RMA (Return Merchandise Authorization) and enable my staff to input risk assessment findings based on actual RMA inspections. This system will enable us to assess risk levels effectively and respond accordingly. Moreover, the system will allow for the reporting of any detected fraud instances.   Implementing this system is crucial for mitigating fraud occurrences, as well as proactively preventing future fraudulent activities. Such measures are instrumental in safeguarding my business's profitability in the long term.
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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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Cancel return

Fotoula Anastasopoulos
May 26, 2026 at 1:06 pm
There should be an option to just cancel the return without rejecting it.  Sometimes client decide to bring it to a store after doing the initial return. 
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Customized returns notifications

Shane Fernandes
October 30, 2024 at 6:00 am
The current capability features a static returns approval notification. There are instances where the approval notification should be customized before being sent to the customer. Currently, the only way of doing this is to change the approval notification for all returns, save, go back to the RMA in question, approve it with the new notification, make sure no other returns are approved, go back to the nofication and amend it to how it was prior and save.   Use case: there may be a specific product that is available for exchange in store, this needs to be checked with the store first so cannot be a hard rule. If the approval notification could be amended on an adhoc basis, you could give the customer the option at the point of approval and avoid back and forth via email.
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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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Set transit time as a trigger of reviews

David Mitchell
February 25, 2024 at 10:28 am
Perhaps with Aftership Reviews, we could set a custom rule where if the transit time is exceeds X days, the platform won't initiate reviews.
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Add Walmart Seller MCF as a Feed Connection

Megan Bailey
March 20, 2026 at 3:17 pm
Hello,  We currently use AfterShip Feed to connect our Amazon Seller account to TikTok Shop. But it would be fantastic to be able to also connect with Walmart Seller's MCF. It would allow even greater reach of products on more sales channels.
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