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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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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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By zip code

Luke Bordelon
April 11, 2025 at 2:00 am
Show all packages to a us zip code
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Each product page has searchable and filterable product reviews to set customer expectations.

James Wilson
June 19, 2024 at 3:49 pm
For instance, customers can quickly locate reviews based on size, incorporate images and videos, consider age, product characteristics, and the reviewer's recommendation status.
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PUDO Report

Matt Parker
April 16, 2025 at 11:44 am
Currently OTD report, reports the complete journey so the avereage time can fluctuate based on how long it takes for customers to collect their order.  We need to report on the carrier performance and then the time it takes to collect.  It would be good to have  a PUDO report that breaks down : average transit time to collection point   Average time waiting for collection    If we expand our PUDO options in Europe it would be a good indication 
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"By Carrier & Lane" Report

Aria Hughes
April 14, 2024 at 5:59 pm
As a merchant, I would like to break down the shipping volume report by Carrier and Lane. Currently, it can be broken down by only one condition.   This would allow us to understand how a carrier is performing in a specific market.
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Warranty product page to show discounts

Jeremy Bobbitt
February 3, 2025 at 7:33 pm
Would like to be able to display any discount received, from the orginal order, on the product selection page in the warranty portal. If possible, the discount code that was used as well. Important: Discount amount and discount code should show in the AfterShip admin portal.  
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Eliminate Additional Fees for Carrier Integration – Improve Aftership for All Users

Mario Labault
March 3, 2025 at 10:20 pm
As a loyal Aftership customer, I am extremely disappointed to learn that integrating a new carrier requires an additional fee—a neither transparent nor customer-friendly policy. Carrier expansion should be a standard improvement to Aftership’s platform, not an extra cost passed onto paying customers. Why This Needs to Change: Improving Aftership Should Be Your Priority, Not an Upsell Adding new carriers benefits all Aftership users. Expanding carrier integrations should be part of Aftership’s ongoing development efforts, not a hidden fee imposed on individual customers. Hidden Costs Undermine Customer Trust Nowhere in Aftership’s pricing model is it clearly stated that carrier integration comes with additional fees. This lack of transparency frustrates users and creates an unexpected financial burden. Loyal Customers Deserve Better Customers who have trusted Aftership for their business operations should not have to pay extra to access a fundamental feature like carrier support. Proposed Solution: Aftership should eliminate extra fees for new carrier integrations and invest in expanding its platform instead of charging individual users. This would be part of its commitment to improving service for all customers. Clear, upfront disclosure of costs should be required if Aftership maintains this fee structure. If Aftership truly values its customers, this change must ensure a fair, transparent, and customer-centric experience.
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Data Export from Phone App

Neil Glassy
July 19, 2026 at 1:40 pm
It would be incredibly helpful if there was a way to export the shipping data from the phone app. It would be extremely simple and improve the apps usefuleness.    It would also be incredibly helpful if there was a way to have the phone app on the computer. I know the browser version is different and designed for merchants while the phone app is designed for recipients. But, it would be easy to create a aftership.com/recipients version of the app on the computer that just syncs the shipments across devices. 
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Allow order editing permissions to be configured per country

Roqeeb Olaniyi
September 15, 2026 at 10:42 pm
We'd like the ability to restrict which order-editing options are available on a per-country basis, rather than applying the same set of options globally.   Many merchants work with regional checkout or fulfillment partners (e.g. Global-E) that prohibit certain order changes after an order is placed in specific countries. For example, a merchant might need to limit editing to only "apply discount code" and "cancel order" for a subset of countries, while keeping the full set of editing options available everywhere else.   Being able to configure order-editing permissions by country/region would help merchants stay compliant with regional partner restrictions without giving up flexibility in other markets.
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