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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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Drag and drop package order

B F
April 11, 2026 at 1:05 am
On the tracking dashboard customers/users need to be able to click to grab, then drag and drop the order we desire our packages to be in.
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Add ability to be able to upload separate Desktop and Mobile images for the returns tracking page

Jeremy Bobbitt
February 3, 2025 at 7:28 pm
Add the ability to upload a separate images for desktop and mobile header logos. An example of the what the UI could like like is below. Returns > Customizations > Returns page    
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HTML email editor support configure shipment & order items

Charlotte Evans
June 3, 2024 at 4:31 pm
When utilizing an HTML email editor, I aim to display and personalize shipment or order items within my tracking notifications.   This feature would allow shoppers to conveniently view their purchases directly in the email, thereby improving customer satisfaction.
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Link to Return Status Page from Admin & Shareable link to return status page for Customer Service

Jason Ma
February 3, 2025 at 10:10 pm
Would be a great feature if there was a link to the returns status page within the returns dashboard.   And if this link can be easily copied so we can share to the end consumer if they call through the contact center/help, then our agents can quickly copy the link and then email/share to the end consumer
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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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ACI EXPRESS

Salil Gupte
March 22, 2026 at 12:50 pm
Please add the shipping company ACI EXPRESS, which is based in South Korea. They have partnerships with multiple overseas shipping companies, and a lot of merchandise is being shipped through ACI Express to the USA and the Middle East, especially after the implementation of tariffs in the USA.
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Each product page has searchable and filterable product reviews to set customer expectations.

James Wilson
June 19, 2024 at 3:49 pm
For instance, customers can quickly locate reviews based on size, incorporate images and videos, consider age, product characteristics, and the reviewer's recommendation status.
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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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Hide ad carousel

Stephen Shepherd
September 22, 2026 at 1:30 am
Please let me hide the ad carousel, I am happy to pay subscription or whatever to disable it. Thanks 
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