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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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Parcel Sorting expediation

Kohle Kless
November 16, 2025 at 5:56 pm
My idea is that when a shipment comes in from China to America,instead of each parcel going right to LAX through customs,each one should go to it's respective state and provence,every state has a sorting and customs center,it would just make it easier to make one stop instead of two or three on the way to the packages final point of delivery,
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Pick up & BOPIS Tracking Enhancement

Jason Ma
February 3, 2025 at 5:40 pm
Related to BOPIS Track - set a Pickup deadline date and use it as a Merge Tag on Notifications.   Ideally, set a date and time expiration date so the end consumer know when they need to pick up their order. If the end consumer doesn't pick up their package before the expiration date, then cancel the order, notify the client and possibly refund the end consumer.
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Saving Clients

Scott Williams
August 20, 2026 at 6:51 pm
We use this to ship to clients it would be nice if we could save clients within the system to send notifications to. 
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Getting started

Discreet Life
January 21, 2026 at 4:52 am
im trying to figure out how to connect my store Discreet Life to shopify to get this app going. Thanks!
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Aftership returns showing resolved after refunded in Shopify

ServiceTeam Clickstop
July 28, 2026 at 7:07 pm
In our business we refund direcly in Shopify for our returns that are made from our online website. It would be nice if the status of Shopify shows refunded or partically refund that Aftership would show the return as resolved. Some of the tracking information has to be put in manaully and we have multiple people on our team and if they do not do it correctly our customers receive emails that their return was not send and is expiring when they have already been refunded. 
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Customs clearance fees charged by shipping carriers

Yuichi Tanaka
August 27, 2026 at 12:14 pm
We are able to retrieve shipping rates for each carrier, but we would also like customs clearance fees and other charges available through each carrier’s API to be integrated via API as well. This is especially important for DDP shipments. Some information that can be retrieved through the carrier APIs cannot be retrieved through AfterShip, which means we would need to connect to each carrier’s API separately.
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Add Info Received Timestamp to the Export CSV

Rui Aguiar
March 31, 2025 at 1:39 pm
Hi, The data when the shipment is created at the carrier is important for shipment analysis. Example:  Info received   Shipment information received DHL Express Mar 25, 2025 at 12:01 pm
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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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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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