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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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希望Back in Stock的Subscription button可以在多语言版本下显示。

Elegoo Store
March 12, 2025 at 3:34 am
在英语版本下,缺货订阅按钮会正常显示:https://eu.elegoo.com/products/elegoo-pla-filament-1-75mm-3d-printer-filament-1kg-spool-2-2-lbs?variant=45521201037588 在法语及其他语言版本下,缺货订阅按钮未显示:https://eu.elegoo.com/fr/products/elegoo-pla-filament-1-75mm-3d-printer-filament-1kg-spool-2-2-lbs?variant=45521201037588
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Returns Order Item Display - Customize Blocklist Error Message Based on Order Items

Jason Ma
February 13, 2025 at 9:45 pm
Brand noted they’d like to be able to clearly communicate why certain Products are on the Blocklist - instead of the general text we have in place, without specifically making the customer review the Policy as a whole. Asking if we could define the error at the Blocklist Product Tag entry level. If the value is left blank, use default content.   Current state: After end consumer logs in with Order, non returnable items are greyed and out and we show at the line level a message that states "Does not comply with our return policy."   Desired State: After end consumer logs in with Order, non returnable items are greyed and out and we show at the line level a message from a configurable setting within RC where we can pass SKU or Product Category specific messages that state why an item is nt returnable like "Digital Goods are not returnable" or "Bundled Item cannot be returned" or "Last years models are not returnable but warranty available".   We'd like to be able to configure our own blocklist message for order item display when the end consumer logs into RC.
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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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The ability to manually or automatically archive delivered shipments

Roqeeb Olaniyi
June 8, 2026 at 2:06 pm
When using the mobile App, currently shipments remain visible in the tracking list even after they have been delivered. Over time, this can make the main tracking screen feel cluttered, especially for users who receive a large number of packages. It would be very helpful to have an option to: - Archive delivered shipments manually, or - Automatically move delivered shipments to an archive after a certain period of time. This would allow users to keep their active tracking list clean and focused on packages that are still in transit, while still retaining access to past deliveries when needed.   Thank you,
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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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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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Shipment tracking dashboard automated report

Fielding Oliver
April 17, 2026 at 1:56 pm
It would be great if you could automate sending out the shipment tracking dashboard, and allow filters for that report, lijke the analysis report.  This enbales us to send the report to customers and others in our team as a live snapshot of their shipments. It consolidates all their shipments into one view so they don't have to track them individually each day. 
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Send emails with tracking information

Thomas George
October 29, 2025 at 1:40 am
Instead of directly integrating Aftership with Gmail, I would like to send my emails with package information to an aftership email address associated with my account, for aftership to parse and automatically show tracking information. 
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One-Click Returns coverage (Profit Driver)

ELO Limited
October 25, 2024 at 11:35 am
Add the option to pay online ~ $2 at checkout for free returns and extended warranty later.    Add tags to people / allow different RMA flow for those who optin to this. 
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