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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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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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Support "not-for-sale products" listing

Henry Baker
June 15, 2024 at 10:47 am
That would be great if Feed could accommodate the listing of "not-for-sale products" on TTS. This feature is newly introduced in TTS, where the product is not for sale to shoppers but will be gifted to them instead.
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Exporting Reports for Notifications

Nicole Steever
June 3, 2025 at 6:40 pm
Can we have a way to export the report of the notifications? So for example, I would love to be able to export the list of people who had bounced emails for our shipping notifications or even to export the list of folks who did not open the message. 
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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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need readable email notice for refund pending resolved return

Ash Ash.Com
April 29, 2026 at 10:22 pm
The vendor/supplier's email should be copied when sending any type of response to the customer regarding a return.  This includes the RMA confirmation of return, tracking label and when it is received, refunded and resolved.   We/supplier are getting chargebacks through Shopify from customers stating that their returns are not refunded in a timely manner and we have no way to get the email to show that it was processed in Aftership and to dispute a chargeback with shopify.   We have no copies sent to us.   Please fix this issue in Aftership/Shopify immediately.  Thank you. 
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Analytics for Gift Tracking Page

C X
December 15, 2025 at 12:23 pm
It would be really useful to see how often the Gift Tracking Page is actually being used, separately from the regular tracking page. At the moment, it’s hard to tell uptake or performance unless the page has a unique URL or rely on Google Analytics. Having native reporting in AfterShip would make this much easier. Ideally this would show: - Views and unique visitors for the gift tracking page - How it compares to the standard tracking page - Basic engagement (e.g. CTA clicks) This would help merchants understand adoption and value of the gifting feature much more clearly.
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Delay reason analysis

Levi MacKenzie
June 28, 2024 at 10:50 pm
I would like to view the chart showing reasons for late shipments in the current on-time report that I am using.
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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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One-Click Returns coverage (Profit Driver)

ELO Limited
October 25, 2024 at 11:35 am
Add the option to pay online ~ $2 at checkout for free returns and extended warranty later.    Add tags to people / allow different RMA flow for those who optin to this. 
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