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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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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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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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Highlight which module/box is selected during RMA Request Flow

Jason Ma
January 31, 2025 at 7:01 pm
Items + return reasons are not clearly highlighted/shown as selected, during the Return Request flow on the RC portal.    Request: During the return flow more clearly define that an item/return resolution is selected. i.e. have text say “Selected” or have the box change colour when an item/resolution is selected beyond just the black box. 
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Warranty Add-On Feedback

Cindy Rodriguez
November 7, 2024 at 12:36 am
Hi there,    We’re planning to fully transition to your warranty return platform and would like to see the following improvements: * Dynamic Reference Lines on Return Shipping Labels: We’d like the option to add customizable reference lines on shipping labels. While there are default placeholders available, we need a more flexible solution to include internal notes that will help us organize returns efficiently. * Delayed Replacement Order Processing: We’d prefer the ability to process a replacement order without sending it to Shopify until the carrier marks the warranty return as “en route.” * Regex Validation for Warranty Intake Form: Adding regex validation would help us ensure inputs follow specific formats, such as order numbers or serial numbers, for better accuracy.
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Update indicator dot color

Visitor
August 3, 2026 at 11:52 am
Change the update indicator Dot from the light blue color to the orange color you already use in your iOS app. It is hard to pick out the dot if you have a long list of shipments. If it was the orange color you already use in the app it should be a simple change to make for an updated version. Also so carriers on the list of carriers to pick from are now asking for receiving zip, so those carriers never update now.  Thanks
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Alert message to let a user know when the same email domain is used in an existing organization

Jason Ma
February 4, 2025 at 3:30 pm
Background: * At the moment, a user with a specific domain can easily create a new organization when creating an account in AfterShip * We don’t indicate to this use that an existing organization is already linked to the same domain This can create confusion when member are trying to get access to an organization proactively (without being added by the current owner) * Hence we end up with support tickets from member not able to get access to their main org. Expectation: * Alert message during new inscription if we identify that the email domain is already used. * Eventually an option to send a request to the owner of the main org. * Possibility to delete the new account to avoid unnecessary org and member creations for our clients. * Could be active only for ENT client if we want to reduce the scope
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Export using screen layout

mlee
October 2, 2024 at 6:46 pm
When exporting, it would be handy if there was a third Data Format option.  In addition to Standard and Custom, something like “Same as current display” or something like that.  An option that would create the csv or xlsx file with the same columns in the same order that are displayed in the current view on the web page. I find myself adding or removing columns in the dashboard in order to see what I want to look at but, if I want to then export it, I need to either recreate the view again in the export wizard (which isn’t always even possible) or export it standard and move stuff around in excel. 
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How Fast Delivery Impacts Customer Satisfaction for Heavy Equipment

Alex Liam
October 28, 2025 at 1:53 pm
Fast and reliable delivery plays a vital role in customer satisfaction for heavy equipment buyers. When products arrive on time and in perfect condition, it builds trust, reduces downtime, and encourages repeat business and brand loyalty.
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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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