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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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Carry over discounts for exchange on same items

Amy McDonnell
January 23, 2025 at 4:33 am
It would be great if we could allow the discount to carry over to the new order if a customer is just exchanging a size, at the moment our customer is choosing to refund rather then exchange sizing because they have to pay the difference between the original discounted price and the price. 
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Select multiple Stores in Returns Analytics

Lasma Martinsone
February 13, 2026 at 11:38 am
Currently it's possible to view returns analytics only per 1 store at a time. It would be great to be able to select multiple stores and have a consolidated view on returns. 
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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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Removing the background in the mobile view of emails

Giulio Riotta
January 24, 2025 at 1:30 pm
Good morning, When viewing notification emails on a mobile device, the background colour only appears at the top as a small strip. As a result, the background colour on the sides and beneath the email is completely lost. I therefore propose hiding the background area entirely on mobile, displaying only what is within the content background, which is the main body of the email. Thank you.
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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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dutch login portal

bianca opdebeeck
July 7, 2026 at 8:06 pm
The website is in dutch but then after login, the portal is in english.
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Notification before wine is shipping

Daniel Hauck
December 9, 2025 at 3:29 pm
A notification to give the customer the opportunity to change their requested ship date. This allows wineries to change the date without re-directing.  Using the RSD and sending a notification 3 days or so before. 
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Integrate with Smile.io

Ryan Collins
March 27, 2024 at 5:45 pm
I am utilizing Smile to develop the Reward program for our business. This year, I aim to motivate members to increase their reviews by integrating Reviews into the reward system as bonus incentives. This will allow our members to accumulate extra points by sharing feedback for their purchases.
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