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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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personalize reporting and scheduling

nailin yang
July 16, 2025 at 9:05 am
Our warehouse needs to know how many returns were requested on a daily basis so they can plan their resources accordingly. but it is not an option for now. It would be nice if we could build our own reports and schedule it. 
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Feature Request: Add "GLS Canada" to Enhanced MPS Visibility Supported List

Hieu Huynh
January 22, 2026 at 9:41 am
1. What is the context?  * We are currently a Premium plan subscriber operating a high-volume merchant shipping 68% of our Canadian orders via GLS Canada. We are looking to utilize the Enhanced MPS Visibility feature to improve our customer experience.   * Currently, your documentation lists carriers like FedEx, UPS, and DHL as supported for MPS, but GLS Canada is excluded. When we contacted support, we were told this is due to "carrier limitations.   2. What issue do you want to address? We believe the "carrier limitation" rationale may be outdated or incorrect because AfterShip is already successfully pulling data for GLS child packages. * Evidence: On GLS Canada tracking number P97186751, AfterShip retrieves events for both Package 1 (Delivered Nov 21) and Package 2 (Delivered Nov 19). * The Problem: Because GLS Canada is not on your "Supported Carriers" list for MPS logic, your system aggregates these distinct events into a single "scrambled" timeline instead of separating them into tabs. * The Gap: The data exists in your system; the parsing logic to separate "Master" vs. "Child" is simply missing for this specific carrier. 3. What outcome do you expect? * We request that the product team add GLS Canada to the Enhanced MPS Visibility supported carrier list * We need the system to recognize the child packages it is already detecting and display them in separate tabs (Piece 1, Piece 2), just as it does for FedEx or UPS.   4. Who will benefit from your idea? * Merchants: This allows Canadian merchants to use your Enterprise MPS features for their dominant carrier, reducing support tickets regarding "confusing" status updates. * AfterShip: It improves the value of your Enterprise plan for the Canadian market by supporting the region's major logistics provider.
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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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Add SKU numbers in the return portal

Rowan Valentin
January 28, 2025 at 2:24 pm
Goal: To make it easier for customers to accurately select the correct item for return when using the return portal. Preconditions: The customer has placed an order containing multiple items, some of which may have similar or identical titles, colors, or sizes. The SKU numbers for the items exist in the system but are not currently displayed in the return portal. Trigger: The customer initiates a return and accesses the return portal to select the item(s) they wish to return. Basic Flow: The customer logs into the return portal. The portal displays the items from their order, including details such as title, color, size, and now the SKU number for each item. The customer uses the SKU number to cross-reference their order confirmation or invoice, ensuring they select the correct item for return. The customer completes the return process with confidence that the correct item has been selected. Postconditions: The customer successfully returns the correct item without confusion. The support team receives fewer inquiries about mismatched returns. Benefits: For Customers: Improved user experience by reducing confusion when selecting items for return. Greater confidence in completing returns independently. For the Business: Reduced customer support requests related to returns. Increased efficiency in processing returns, minimizing errors caused by incorrect item selection. Priority: Medium – This enhancement has a high potential to improve customer satisfaction with a relatively low implementation effort. Technical Requirements: Modify the front-end display of the return portal to include SKU numbers as part of the product details. Ensure the SKU numbers are fetched and displayed consistently across all customer orders. This use case focuses on enhancing the clarity of the return process for customers while streamlining operational efficiency for the business.
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Search Facility When Exchanging A Product

Mark Logan
July 9, 2026 at 3:44 pm
When exchanging a product, you have to pick from a list of products, sorted by the most recently created products. There's no search facility. This is particularly problematic when you have an old sku that comes in every season and it is buried deep in the list
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How does AEDD algorithm account for extreme weather?

Aurora Bryant
February 25, 2024 at 6:52 pm
Honestly, this would help us to ease our shoppers through possible delays proactively.
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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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Integration with Tiendanube.com

Camisas Habers
April 2, 2025 at 3:32 pm
leading latin america e commerce platform https://tiendanube.com
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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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