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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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Tags to alert merchants about combined orders.

Caleb Patel
July 19, 2024 at 10:48 am
In Shopify, merchants cannot identify which orders were combined in TTS. This will increase the risk of merchants repeatedly fulfil the same order items.   To address this issue proactively, I would recommend that we introduce a hint or tag within Shopify to alert merchants about combined orders, thus avoid this situation from happening.
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Searchable Idea Portal

Andrew Bird
August 15, 2025 at 12:43 pm
Seems like a basic thing, but when I have an enhancement I'd like to submit, I want to ensure I don't duplicate someone else's submission.  Obviously that's why there is an 'upvote' button.  The only way to determine if there is something worth upvoting is to scroll through the entire list from top to bottom.
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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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Configurable "item not found image" with Returns Portal item selection for items that dont have image URL

Jason Ma
February 3, 2025 at 10:07 pm
Like to set their own “Image not found” image for Products in the Returns Portal. That way, If a Product is not sent to AfterShip with an Image URL, they have an image that looks more branded.   Today, when an item does have an img url, the Return Portal defaults to the missing image icon.   Request - have a function within Return Portal where if any items on my return portal dont have an image URL, it can set to a image that I select instead of defaulting to the standard broken/no image icon.
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Enhance exchange process for tax reporting reconciliation purpose

Alexander Cook
April 3, 2024 at 10:25 pm
As a business owner, having precise accounting records is essential for tax purposes. It's particularly important to account for returns correctly by adjusting for them and deducting the relevant taxes to prevent overpayment.   I've observed that Shopify currently only accommodates refunds, lacking store credit or exchange options for returns. Therefore, if aftership Return could support all three options and assist in reconciling taxes and producing accurate tax reports for returns, it would greatly benefit our operations.
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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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Provide an option for the customers to edit the post shipment review in the AfterShip tracking

Jason Ma
March 10, 2025 at 3:22 pm
Requesting to provide an option for the end consumers to edit the review on the AfterShip tracking page after the product is being delivered.    Currently, the customers are able to leave the review but unable to edit them. 
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Aftership returns showing resolved after refunded in Shopify

ServiceTeam Clickstop
July 28, 2026 at 7:07 pm
In our business we refund direcly in Shopify for our returns that are made from our online website. It would be nice if the status of Shopify shows refunded or partically refund that Aftership would show the return as resolved. Some of the tracking information has to be put in manaully and we have multiple people on our team and if they do not do it correctly our customers receive emails that their return was not send and is expiring when they have already been refunded. 
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How Fast Delivery Impacts Customer Satisfaction for Heavy Equipment

Alex Liam
October 28, 2025 at 1:53 pm
Fast and reliable delivery plays a vital role in customer satisfaction for heavy equipment buyers. When products arrive on time and in perfect condition, it builds trust, reduces downtime, and encourages repeat business and brand loyalty.
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