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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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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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Estimated delivery date for return shipments on Returns Dashboard

Jason Ma
February 3, 2025 at 10:12 pm
Consider leveraging Estimated Delivery Dates for Return Shipments as a column on the Returns Dashboard
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Exclude specific products from exchange eligibility in the "Shop Now" (exchange on your own website) flow

Roqeeb Olaniyi
August 22, 2026 at 1:14 am
What is the context  When using AfterShip Returns with the "Shop Now" / "exchange for anything" option that redirects customers to shop on the merchant's own store, customers can select any product available on the store as their exchange item. What issue do you want to address? There is currently no way to exclude specific products from being selectable as exchange items in this flow. The existing exclusion controls (the block list and excluding products from recommendations via product tags) only apply when AfterShip is recommending products or when "Exchange on AfterShip returns page" is selected. When customers shop directly on the merchant's own website via "Shop Now," these exclusions do not apply, so restricted products remain selectable. This allows customers to exchange low-value items for high-value products, resulting in margin loss and exchange abuse. The only current workaround, switching to "Exchange on AfterShip returns page," removes the on-store shopping experience the merchant wants to keep.   What outcome do you expect? The ability to exclude specific products from being eligible exchange items while still using the "Shop Now" flow where customers shop on the merchant's own website. Ideally the exclusion could be defined by SKU, in addition to collection or product tag, since some merchants do not have the relevant products grouped in a collection and may not have access to create collections in Shopify.   Who will benefit from your idea? Merchants using the "Shop Now" exchange flow who need to prevent certain products from being selected as exchange items, protecting their margins and preventing exchange abuse while preserving the branded on-site shopping experience during exchanges.
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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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Suggestion: Add Lazada Express (LEX MY / LEL) Support for Malaysia.

Julia Blame
August 8, 2026 at 9:21 am
Suggestion: Add Lazada Express (LEX MY / LEL) Support for Malaysia   Hi,   I would like to suggest adding Lazada Express (LEX MY / LEL) as a supported courier/carrier on your app and website.   Lazada Express is the official delivery courier used by Lazada in Malaysia, similar to how SPX Express / Shopee Express is the official courier for Shopee. Many Lazada shipments in Malaysia are handled by LEX, so having direct tracking support would be very useful for Malaysian users.   The official LEX Malaysia tracking website is: https://lex.com.my/   For testing purposes, you can use these example tracking numbers:   LXST191548638MY MYMPA257159996   I hope you can consider implementing Lazada Express (LEX MY / LEL) support soon. As Lazada is widely used in Malaysia, I believe many users would appreciate being able to add and track their LEX shipments directly through your app and website instead of having to visit the LEX website separately.   Thank you for considering this suggestion. I hope LEX MY support can be added in a future update!
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Display RMA number barcode on Returns label

Michael Adams
June 1, 2024 at 10:35 am
I would like to include the RMA number barcode on the returns label. This way, upon receiving the returns label at my warehouse, I can simply scan the barcode to retrieve the RMA number. Subsequently, I can use this number to efficiently locate the corresponding RMA information within the returns system. This process will significantly enhance the operational efficiency of our RMA procedures.
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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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Shipment tracking dashboard automated report

Fielding Oliver
April 17, 2026 at 1:56 pm
It would be great if you could automate sending out the shipment tracking dashboard, and allow filters for that report, lijke the analysis report.  This enbales us to send the report to customers and others in our team as a live snapshot of their shipments. It consolidates all their shipments into one view so they don't have to track them individually each day. 
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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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