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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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Searchable Idea Portal

Andrew Bird
August 15, 2025 at 12:43 pm
Seems like a basic thing, but when I have an enhancement I'd like to submit, I want to ensure I don't duplicate someone else's submission.  Obviously that's why there is an 'upvote' button.  The only way to determine if there is something worth upvoting is to scroll through the entire list from top to bottom.
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Perhaps AI can help me select videos to showcase?

Ella Green
July 1, 2024 at 9:30 pm
The same videos are displayed to shoppers on my collection page or recommendation widgets. I want greater exposure to alternative products and videos, but selecting which ones to display and updating them regularly feels overwhelming.   Furthermore, testing to determine which video garners the most traffic is even more challenging. I have no idea if my efforts will result in sales. If only there is a tool could help!
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Warranty product page to show discounts

Jeremy Bobbitt
February 3, 2025 at 7:33 pm
Would like to be able to display any discount received, from the orginal order, on the product selection page in the warranty portal. If possible, the discount code that was used as well. Important: Discount amount and discount code should show in the AfterShip admin portal.  
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"Back Button" on RC Portal is not clear or prominent enough

Jason Ma
January 31, 2025 at 6:49 pm
The “Back” button on the RC portal is not obvious or prominent enough. It is too hard to find and blends into the page. 
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Allow RMA creation when there is a partial refund in Shopify

Megan Nicholson
April 10, 2025 at 8:18 pm
Scenarios 1. We give a customer a partial refund for a coupon code they forgot to enter. This partial refund is currently stopping the customer and us from being able to request a return in Aftership. Please allow an option to make RMA or override in this scenario. 2. (similar to #1) Customer orders multiple items, gets RMA for one item, returns it and is refunded. Now they want to return the other item, however, because there is a refund in Shopify we are not able to open a RMA for the other item because the order shows as returned. Please allow option to make RMA or override in this scenario.  Thank you
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Configurable "item not found image" with Returns Portal item selection for items that dont have image URL

Jason Ma
February 3, 2025 at 10:07 pm
Like to set their own “Image not found” image for Products in the Returns Portal. That way, If a Product is not sent to AfterShip with an Image URL, they have an image that looks more branded.   Today, when an item does have an img url, the Return Portal defaults to the missing image icon.   Request - have a function within Return Portal where if any items on my return portal dont have an image URL, it can set to a image that I select instead of defaulting to the standard broken/no image icon.
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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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Data Export from Phone App

Neil Glassy
July 19, 2026 at 1:40 pm
It would be incredibly helpful if there was a way to export the shipping data from the phone app. It would be extremely simple and improve the apps usefuleness.    It would also be incredibly helpful if there was a way to have the phone app on the computer. I know the browser version is different and designed for merchants while the phone app is designed for recipients. But, it would be easy to create a aftership.com/recipients version of the app on the computer that just syncs the shipments across devices. 
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Tags to alert merchants about combined orders.

Caleb Patel
July 19, 2024 at 10:48 am
In Shopify, merchants cannot identify which orders were combined in TTS. This will increase the risk of merchants repeatedly fulfil the same order items.   To address this issue proactively, I would recommend that we introduce a hint or tag within Shopify to alert merchants about combined orders, thus avoid this situation from happening.
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