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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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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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The Growing Role of Smart Delivery Solutions

Smart box Lockers
October 16, 2025 at 9:07 am
As online shopping continues to expand, cities and businesses are looking for ways to simplify last-mile delivery. In this shift, automated parcel lockers have become a practical solution, helping reduce missed deliveries and improving convenience for both couriers and customers. Their use is steadily shaping the future of contactless and efficient package management.
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Support Returns API to create RMA Request

Maya Garcia
May 11, 2024 at 7:29 am
The background is that I sell my products on multiple marketplaces, and each has different return flows that the aftership Returns page cannot handle. It would be much easier if there is a Returns API that can meet my requirements below.   Need: - I need a Returns API to allow creating RMA/return requests without having to use the Returns Page to file it.  - I can call the API and pass the information regarding the Return Reason Resolution, etc in one go.  - Once I call this API, it will return creation in Pending or Auto-Approved Status.
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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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Parcel Sorting expediation

Kohle Kless
November 16, 2025 at 5:56 pm
My idea is that when a shipment comes in from China to America,instead of each parcel going right to LAX through customs,each one should go to it's respective state and provence,every state has a sorting and customs center,it would just make it easier to make one stop instead of two or three on the way to the packages final point of delivery,
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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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Branded Customization of Returns Notifications

Andrew Bird
August 15, 2025 at 12:41 pm
There is a massive discrepancy between the notificaiton customization capabilities within the Tracking module and the Returns module.  In the Returns module, all you can do is update the messaging. There is no ability to alter colours, add logos, images, or otherwise truly 'brand' the notifications.  All of this exists in the Tracking module.  Recommendation is that you port over the same functionality into the Returns module ASAP.  Those notification emails are currently a horrific customer experience.
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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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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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