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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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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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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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Send a returned - refunded email to the customer when marked in Aftership as received

Ash Ash.Com
May 13, 2026 at 1:30 pm
1. customer is NOT receiving any email from Aftership when a return has been received, refunded and resolved.  2. We are getting chargebacks from customers claiming they were not notified and advised a refund was on its way. 3. their bank (JPM) has sided with customers even though we have shown the ARP info from the return details.  4. An email advising of a received and pending refund would be quite helpful. 5. ALL other companies send these emails of pending refund, except Aftership/Shopify does not. 6. Its creating a lot of work and loss of revenue for our company. 
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Increase Bulk Search Limit

Michaela Kelly
April 2, 2025 at 10:41 am
Is it possible to increase the bulk search limit from 50? We often have to peform bulk search a number of times to retrieve the data that we're looking. 
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Enhancement Request: Advanced Customization for AfterShip Returns

Thomas Peigné
May 11, 2026 at 12:24 pm
Compared to AfterShip Tracking, Returns currently lacks key customization capabilities: * No page segmentation (by market, country, store, customer type, etc.) * No way to associate a return with a specific store * No configurable notification flows based on return status or parameters The absence of these settings significantly limits customization for clients and prevents them from offering tailored return experiences. Suggestion: Introduce advanced configuration options similar to Tracking, including: * Segmented return pages based on defined parameters * Store-level return association and rules * Conditional notification flows triggered by return events and attributes These improvements would greatly enhance flexibility, customer experience, and alignment across the AfterShip product suite.
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Refund after Expiration

Jack Blenkinsop
March 5, 2026 at 9:53 pm
Allow me to still refund if I choose even if the return request has expired. Now I have to recreate the return request making more work for me.
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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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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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Update indicator dot color

Visitor
August 3, 2026 at 11:52 am
Change the update indicator Dot from the light blue color to the orange color you already use in your iOS app. It is hard to pick out the dot if you have a long list of shipments. If it was the orange color you already use in the app it should be a simple change to make for an updated version. Also so carriers on the list of carriers to pick from are now asking for receiving zip, so those carriers never update now.  Thanks
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