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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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Return/Exchange Size Availability Option

Gabriela Berlingeri
October 6, 2025 at 12:12 am
It would be very helpful if customers could select their preferred size during the exchange process, with real-time visibility of stock availability on the website. For example, when a customer initiates an exchange, the system should show whether the requested size is currently in stock. If the size is unavailable, it should display “Sold Out” instead of allowing the exchange to proceed. This feature would prevent unnecessary back-and-forth communication, improve customer experience, and reduce manual handling for merchants. Platforms like Revolve already offer this type of functionality, and it would be an excellent addition to AfterShip Returns.
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Free-Plan Analytics Dashboard for Tracking Page Performance

David james
July 14, 2025 at 10:47 am
Hi AfterShip Community, Context: I run a small Shopify store (~50 orders/month) using AfterShip’s free plan to track shipments (USPS, UPS). While the free plan offers basic tracking (Web:10), there’s no way to analyze tracking page performance (e.g., visitor clicks, engagement) without upgrading to premium plans, which can be costly for small businesses (Web:18). Issue: Small merchants lack access to basic analytics on the free plan to understand how customers interact with tracking pages, limiting optimization efforts. Outcome: I propose a lightweight analytics dashboard in the free plan, showing metrics like tracking page visits and click-through rates (e.g., to return portals). This would help optimize post-purchase experiences without needing a paid plan. Beneficiaries: Small e-commerce businesses, startups, and solo entrepreneurs using the free plan would gain insights to improve customer engagement and retention. What do you think? Any similar needs or suggestions to refine this idea?
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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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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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Display Order ID and RMA ID in the Return Status Section of the Return Summary Page

Femy Elizabeth Biju
July 15, 2026 at 5:14 am
Background On the Return Summary page, the Return Status section is commonly used to display shipping instructions that guide customers on how to return their items. As part of these instructions, customers are often required to include both their RMA ID and Order ID with the return shipment so that the warehouse and processing teams can identify and process the return correctly. Currently, the RMA ID is only displayed at the top of the page, and the Order ID is not prominently visible within the Return Status section. Requested Enhancement Add configurable fields within the Return Status section of the Return Summary page to display: * Order ID * RMA ID These fields should be displayed alongside the shipping instructions and return status details, making them easily accessible to customers while preparing and packaging their return shipment. We are open to any placement within the Return Summary page that provides clear visibility and easy access to these details. Business Use Case Our client specifically requested this enhancement because their return instructions ask customers to include the RMA ID and Order ID with the return package. Having these details displayed directly within the Return Status section would: * Improve visibility of important return information. * Reduce customer confusion when preparing returns. * Eliminate the need for customers to search for these details elsewhere on the page. * Help ensure return shipments contain the correct identification information. * Improve operational efficiency and reduce return processing delays. Expected Outcome Customers can quickly locate the required Order ID and RMA ID in the same section where they view their shipping instructions, resulting in a smoother and more user-friendly return experience. Thank you for considering this enhancement. We believe it would benefit merchants who require customers to include reference identifiers with returned packages and would improve the overall returns experience.
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Highlight which module/box is selected during RMA Request Flow

Jason Ma
January 31, 2025 at 7:01 pm
Items + return reasons are not clearly highlighted/shown as selected, during the Return Request flow on the RC portal.    Request: During the return flow more clearly define that an item/return resolution is selected. i.e. have text say “Selected” or have the box change colour when an item/resolution is selected beyond just the black box. 
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Support the “issue store credit” option on “process warranty claim” page

Daniel Reed
May 6, 2024 at 1:01 am
Currently, I can only choose from 3 resolution options in Warranty admin: Repair item, Replace item & Other. At the end of the day, I need to manually export a list of Warranty claims and see how many store credit resolutions were recorded. (By using the “Other” option with a note.) This process is very time-consuming and inefficient.    It would be very helpful if a direct "issue store credit" feature were integrated, potentially automating the process across platforms like Shopify.
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Automated Restock

Daniel Kinsella
October 1, 2024 at 4:49 pm
Can we get an option to automatically restock the item based on resolution, not just when received. We still need to process, and inspect the item before we issue the refund, and we can't have our inventory adjusted upon recept. Thanks!
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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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