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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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API for SMS

Zoltan Rab
September 15, 2026 at 4:10 pm
I would find it very useful if I could pull the SMS communication metadata using an API. Currently it is only available as a download from the portal which makes automation impossible.
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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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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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Add Info Received Timestamp to the Export CSV

Rui Aguiar
March 31, 2025 at 1:39 pm
Hi, The data when the shipment is created at the carrier is important for shipment analysis. Example:  Info received   Shipment information received DHL Express Mar 25, 2025 at 12:01 pm
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Allow RMA creation when there is a partial refund in Shopify

Megan Nicholson
April 10, 2025 at 8:18 pm
Scenarios 1. We give a customer a partial refund for a coupon code they forgot to enter. This partial refund is currently stopping the customer and us from being able to request a return in Aftership. Please allow an option to make RMA or override in this scenario. 2. (similar to #1) Customer orders multiple items, gets RMA for one item, returns it and is refunded. Now they want to return the other item, however, because there is a refund in Shopify we are not able to open a RMA for the other item because the order shows as returned. Please allow option to make RMA or override in this scenario.  Thank you
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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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All customization of review reminder email

Ilse Arevalo
July 27, 2026 at 9:56 pm
the only customization allowed is subject line and preview text for the reminder email, can't change the body copy of the reminder email.    benefit would be to add a secondary reminder of receiving loyalty points/an incentivization 
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Each product page has searchable and filterable product reviews to set customer expectations.

James Wilson
June 19, 2024 at 3:49 pm
For instance, customers can quickly locate reviews based on size, incorporate images and videos, consider age, product characteristics, and the reviewer's recommendation status.
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ACI EXPRESS

Salil Gupte
March 22, 2026 at 12:50 pm
Please add the shipping company ACI EXPRESS, which is based in South Korea. They have partnerships with multiple overseas shipping companies, and a lot of merchandise is being shipped through ACI Express to the USA and the Middle East, especially after the implementation of tariffs in the USA.
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