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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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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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Enhance the process of uneven exchanges for “Replace with the same item”

Sebastian Jenkins
March 18, 2024 at 2:36 am
As a merchant, I allow shoppers to exchange items for different variants during returns, which may have different prices. For example, a Small size costs $30 while a Large size costs $50.   Currently, Shopify allows me to adjust prices manually only after the Return Merchandise Authorization (RMA) is submitted. If aftership could facilitate charging or refunding price differences for variants during the return request process, it would greatly streamline our operations and enhancing the overall efficiency of RMA management.
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Integration of Sharetown

Jason Ma
April 22, 2025 at 4:32 pm
Integration of Sharetown to schedule pickups of items being returned. The process involves Sharetown picking up items directly from the customer's doorstep without the need for packaging. Once the items are picked up, Sharetown will resell the items through their channels and provide business with an agreed-upon gain-share payback based on the resale price.   Key Requirements: No label generation is needed as Sharetown will handle the pickup. A system integration will be needed to push the return data to Sharetown as a pickup request in their system. Sharetown will manage the logistics and resale of the items.
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Create a flow for Weather Holds on wine

Sarah Swindell
March 13, 2025 at 8:32 pm
Hi there, We ship wine, which means orders are often held by our fulfilment center when temperatures along the route are above or below certian threshold we have set. I would like to create a flow that automatically notifies the customer that their order has been flagged for a weather hold and ensures them it is still on the way. Is this possible? Thanks
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Support upload documents through the Shipping API.

Riley Foster
March 5, 2024 at 2:53 am
As a merchant, I aim to provide Aftership with supplementary shipping documents for the creation of shipping labels. By submitting these additional documents to Aftership, they can be forwarded to the carrier during the label creation process within the carrier's system.   These shipping labels and accompanying documents are essential for shipping activities, particularly for cross-border customs declaration purposes.
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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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Show estimated delivery time on tracking pages

Amin Borghei
August 10, 2026 at 9:50 am
Most major carriers already provide an estimated delivery date/time as part of their tracking data, but this isn't currently surfaced in the app. Context: Customers tracking a shipment want to know when it will arrive, not just its current status. Right now they have to infer this themselves or check the carrier's own site separately. Issue to address: Add a field that displays the carrier's estimated delivery date (and time window, where the carrier provides one) on the tracking/order page. This would reduce "where is my order" support inquiries and improve the post-purchase experience. Suggestion: Pull the estimated delivery data from carriers that already expose it via their APIs, and display it prominently near the shipment status.
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Refund after Expiration

Jack Blenkinsop
March 5, 2026 at 9:53 pm
Allow me to still refund if I choose even if the return request has expired. Now I have to recreate the return request making more work for me.
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Preview and Explanation of Merchandising Strategies

Amelia Robinson
July 15, 2024 at 11:13 pm
While using personalization, I want to understand the actual product results generated by these algorithms and the reason behind the chosen product displays for shoppers.   If I can preview the recommendation results in the admin, it would reduce uncertainty, ensure optimal outcomes, and improve my marketing strategies to boost conversions.
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