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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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Support setting the total number of emails that can be sent by each contact within a certain period of time (frequency)

Scarlett Carter
August 27, 2024 at 11:52 am
Support setting the total number of emails that can be sent by each contact within a certain period of time (frequency), including flows and newsletters.   I aim to reduce interruptions for my customers while still capturing important messages, which is why I am seeking more flexibility in the configurations.
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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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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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Fixed shipping fee for orders over $30.

Lily Hall
June 3, 2024 at 6:33 am
I want all orders over $30 to show a shipping fee of only $2, because this is subsidized by TikTok.
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API for SMS

Zoltan Rab
September 15, 2026 at 4:10 pm
I would find it very useful if I could pull the SMS communication metadata using an API. Currently it is only available as a download from the portal which makes automation impossible.
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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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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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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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Aftership Tracking App Suggestions

Saix XIII
September 14, 2026 at 6:39 am
 I just started using the app today and overall I do like it, but I have a few minor suggestions. 1. A compact mode: right now the list of tracking numbers/packages is very spread out. Consolidating it would make it look cleaner, IMO. 2. Allow me to put tags on them, custom or otherwise. For example I have a few incoming packages and a few outgoing ones. It would be nice to add tags to differentiate them and also filter by them if needed. Hopefully that made sense. Thank you.
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